Namespace(amp=False, batch_size=16, custom_model=None, dataset='coco', disable_hybridization=True, epochs=26, executor_threads=8, gpus='0,1,2,3,4,5,6,7', horovod=False, kv_store='nccl', log_interval=100, lr=0.02, lr_decay=0.1, lr_decay_epoch='20,24', lr_warmup='500', lr_warmup_factor=0.3333, mixup=False, momentum=0.9, network='resnest269', no_mixup_epochs=20, norm_layer='syncbn', num_workers=16, rcnn_smoothl1_rho=0.001, resume='', rpn_smoothl1_rho=0.001, save_interval=1, save_prefix='faster_rcnn_fpn_syncbn_resnest269_coco', seed=233, start_epoch=0, static_alloc=False, use_fpn=True, val_interval=1, verbose=False, wd=0.0001)
Start training from [Epoch 0]
[Epoch 0 Iteration 0] Set learning rate to 0.006666
Namespace(amp=False, batch_size=8, custom_model=None, dataset='coco', disable_hybridization=True, epochs=26, executor_threads=8, gpus='0,1,2,3,4,5,6,7', horovod=False, kv_store='nccl', log_interval=100, lr=0.01, lr_decay=0.1, lr_decay_epoch='20,24', lr_warmup='1000', lr_warmup_factor=0.3333, mixup=False, momentum=0.9, network='resnest269', no_mixup_epochs=20, norm_layer='syncbn', num_workers=16, rcnn_smoothl1_rho=0.001, resume='', rpn_smoothl1_rho=0.001, save_interval=1, save_prefix='faster_rcnn_fpn_syncbn_resnest269_coco', seed=233, start_epoch=0, static_alloc=False, use_fpn=True, val_interval=1, verbose=False, wd=0.0001)
Start training from [Epoch 0]
[Epoch 0 Iteration 0] Set learning rate to 0.003333
[Epoch 0][Batch 99], Speed: 5.272 samples/sec, RPN_Conf=0.443,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.475,RCNN_SmoothL1=0.073,RPNAcc=0.862,RPNL1Loss=0.584,RCNNAcc=0.959,RCNNL1Loss=1.536
[Epoch 0 Iteration 100] Set learning rate to 0.0039997
[Epoch 0][Batch 199], Speed: 6.684 samples/sec, RPN_Conf=0.352,RPN_SmoothL1=0.086,RCNN_CrossEntropy=0.450,RCNN_SmoothL1=0.148,RPNAcc=0.872,RPNL1Loss=0.574,RCNNAcc=0.947,RCNNL1Loss=1.957
[Epoch 0 Iteration 200] Set learning rate to 0.0046664
[Epoch 0][Batch 299], Speed: 6.639 samples/sec, RPN_Conf=0.295,RPN_SmoothL1=0.087,RCNN_CrossEntropy=0.475,RCNN_SmoothL1=0.201,RPNAcc=0.874,RPNL1Loss=0.566,RCNNAcc=0.937,RCNNL1Loss=2.114
[Epoch 0 Iteration 300] Set learning rate to 0.0053330999999999995
[Epoch 0][Batch 399], Speed: 6.158 samples/sec, RPN_Conf=0.260,RPN_SmoothL1=0.086,RCNN_CrossEntropy=0.482,RCNN_SmoothL1=0.231,RPNAcc=0.877,RPNL1Loss=0.565,RCNNAcc=0.932,RCNNL1Loss=2.183
[Epoch 0 Iteration 400] Set learning rate to 0.0059998
[Epoch 0][Batch 499], Speed: 6.611 samples/sec, RPN_Conf=0.237,RPN_SmoothL1=0.087,RCNN_CrossEntropy=0.485,RCNN_SmoothL1=0.250,RPNAcc=0.880,RPNL1Loss=0.564,RCNNAcc=0.928,RCNNL1Loss=2.210
[Epoch 0 Iteration 500] Set learning rate to 0.0066665
[Epoch 0][Batch 599], Speed: 6.650 samples/sec, RPN_Conf=0.220,RPN_SmoothL1=0.087,RCNN_CrossEntropy=0.484,RCNN_SmoothL1=0.262,RPNAcc=0.888,RPNL1Loss=0.562,RCNNAcc=0.926,RCNNL1Loss=2.220
[Epoch 0 Iteration 600] Set learning rate to 0.0073332
[Epoch 0][Batch 699], Speed: 6.514 samples/sec, RPN_Conf=0.207,RPN_SmoothL1=0.086,RCNN_CrossEntropy=0.480,RCNN_SmoothL1=0.267,RPNAcc=0.898,RPNL1Loss=0.557,RCNNAcc=0.925,RCNNL1Loss=2.214
[Epoch 0 Iteration 700] Set learning rate to 0.0079999
[Epoch 0][Batch 799], Speed: 6.120 samples/sec, RPN_Conf=0.195,RPN_SmoothL1=0.087,RCNN_CrossEntropy=0.476,RCNN_SmoothL1=0.273,RPNAcc=0.906,RPNL1Loss=0.556,RCNNAcc=0.924,RCNNL1Loss=2.207
[Epoch 0 Iteration 800] Set learning rate to 0.0086666
[Epoch 0][Batch 899], Speed: 6.283 samples/sec, RPN_Conf=0.184,RPN_SmoothL1=0.086,RCNN_CrossEntropy=0.478,RCNN_SmoothL1=0.284,RPNAcc=0.912,RPNL1Loss=0.551,RCNNAcc=0.922,RCNNL1Loss=2.200
[Epoch 0 Iteration 900] Set learning rate to 0.009333300000000001
[Epoch 0][Batch 999], Speed: 5.779 samples/sec, RPN_Conf=0.173,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.478,RCNN_SmoothL1=0.293,RPNAcc=0.918,RPNL1Loss=0.547,RCNNAcc=0.920,RCNNL1Loss=2.185
[Epoch 0 Iteration 1000] Set learning rate to 0.01
[Epoch 0][Batch 1099], Speed: 6.093 samples/sec, RPN_Conf=0.164,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.476,RCNN_SmoothL1=0.299,RPNAcc=0.923,RPNL1Loss=0.544,RCNNAcc=0.918,RCNNL1Loss=2.169
[Epoch 0][Batch 1199], Speed: 6.350 samples/sec, RPN_Conf=0.157,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.474,RCNN_SmoothL1=0.304,RPNAcc=0.927,RPNL1Loss=0.539,RCNNAcc=0.917,RCNNL1Loss=2.146
[Epoch 0][Batch 1299], Speed: 5.709 samples/sec, RPN_Conf=0.151,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.476,RCNN_SmoothL1=0.312,RPNAcc=0.930,RPNL1Loss=0.534,RCNNAcc=0.915,RCNNL1Loss=2.119
[Epoch 0][Batch 1399], Speed: 6.008 samples/sec, RPN_Conf=0.145,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.476,RCNN_SmoothL1=0.318,RPNAcc=0.933,RPNL1Loss=0.529,RCNNAcc=0.914,RCNNL1Loss=2.092
[Epoch 0][Batch 1499], Speed: 6.350 samples/sec, RPN_Conf=0.139,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.474,RCNN_SmoothL1=0.321,RPNAcc=0.936,RPNL1Loss=0.525,RCNNAcc=0.913,RCNNL1Loss=2.062
[Epoch 0][Batch 1599], Speed: 6.089 samples/sec, RPN_Conf=0.135,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.472,RCNN_SmoothL1=0.324,RPNAcc=0.939,RPNL1Loss=0.520,RCNNAcc=0.912,RCNNL1Loss=2.035
[Epoch 0][Batch 1699], Speed: 6.712 samples/sec, RPN_Conf=0.130,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.469,RCNN_SmoothL1=0.326,RPNAcc=0.941,RPNL1Loss=0.515,RCNNAcc=0.912,RCNNL1Loss=2.005
[Epoch 0][Batch 1799], Speed: 6.262 samples/sec, RPN_Conf=0.127,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.467,RCNN_SmoothL1=0.329,RPNAcc=0.943,RPNL1Loss=0.511,RCNNAcc=0.911,RCNNL1Loss=1.977
[Epoch 0][Batch 1899], Speed: 6.155 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.465,RCNN_SmoothL1=0.331,RPNAcc=0.945,RPNL1Loss=0.507,RCNNAcc=0.910,RCNNL1Loss=1.950
[Epoch 0][Batch 1999], Speed: 6.226 samples/sec, RPN_Conf=0.120,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.462,RCNN_SmoothL1=0.333,RPNAcc=0.946,RPNL1Loss=0.503,RCNNAcc=0.909,RCNNL1Loss=1.924
[Epoch 0][Batch 2099], Speed: 5.660 samples/sec, RPN_Conf=0.117,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.460,RCNN_SmoothL1=0.335,RPNAcc=0.948,RPNL1Loss=0.498,RCNNAcc=0.909,RCNNL1Loss=1.900
[Epoch 0][Batch 2199], Speed: 5.776 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.457,RCNN_SmoothL1=0.336,RPNAcc=0.949,RPNL1Loss=0.494,RCNNAcc=0.908,RCNNL1Loss=1.876
[Epoch 0][Batch 2299], Speed: 6.254 samples/sec, RPN_Conf=0.112,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.454,RCNN_SmoothL1=0.337,RPNAcc=0.950,RPNL1Loss=0.490,RCNNAcc=0.907,RCNNL1Loss=1.852
[Epoch 0][Batch 2399], Speed: 5.971 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.451,RCNN_SmoothL1=0.338,RPNAcc=0.951,RPNL1Loss=0.487,RCNNAcc=0.907,RCNNL1Loss=1.832
[Epoch 0][Batch 2499], Speed: 6.054 samples/sec, RPN_Conf=0.108,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.449,RCNN_SmoothL1=0.339,RPNAcc=0.952,RPNL1Loss=0.484,RCNNAcc=0.907,RCNNL1Loss=1.810
[Epoch 0][Batch 2599], Speed: 6.078 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.446,RCNN_SmoothL1=0.339,RPNAcc=0.953,RPNL1Loss=0.481,RCNNAcc=0.906,RCNNL1Loss=1.791
[Epoch 0][Batch 2699], Speed: 6.308 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.443,RCNN_SmoothL1=0.339,RPNAcc=0.954,RPNL1Loss=0.478,RCNNAcc=0.906,RCNNL1Loss=1.772
[Epoch 0][Batch 2799], Speed: 5.745 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.440,RCNN_SmoothL1=0.340,RPNAcc=0.955,RPNL1Loss=0.475,RCNNAcc=0.906,RCNNL1Loss=1.754
[Epoch 0][Batch 2899], Speed: 5.611 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.437,RCNN_SmoothL1=0.340,RPNAcc=0.956,RPNL1Loss=0.472,RCNNAcc=0.906,RCNNL1Loss=1.736
[Epoch 0][Batch 2999], Speed: 6.192 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.435,RCNN_SmoothL1=0.340,RPNAcc=0.957,RPNL1Loss=0.469,RCNNAcc=0.906,RCNNL1Loss=1.720
[Epoch 0][Batch 3099], Speed: 5.931 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.075,RCNN_CrossEntropy=0.432,RCNN_SmoothL1=0.340,RPNAcc=0.958,RPNL1Loss=0.466,RCNNAcc=0.906,RCNNL1Loss=1.702
[Epoch 0][Batch 3199], Speed: 6.047 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.075,RCNN_CrossEntropy=0.429,RCNN_SmoothL1=0.340,RPNAcc=0.958,RPNL1Loss=0.464,RCNNAcc=0.906,RCNNL1Loss=1.686
[Epoch 0][Batch 3299], Speed: 5.341 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.074,RCNN_CrossEntropy=0.426,RCNN_SmoothL1=0.339,RPNAcc=0.959,RPNL1Loss=0.461,RCNNAcc=0.906,RCNNL1Loss=1.672
[Epoch 0][Batch 3399], Speed: 5.647 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.074,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.339,RPNAcc=0.960,RPNL1Loss=0.459,RCNNAcc=0.906,RCNNL1Loss=1.658
[Epoch 0][Batch 3499], Speed: 6.143 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.074,RCNN_CrossEntropy=0.420,RCNN_SmoothL1=0.339,RPNAcc=0.960,RPNL1Loss=0.457,RCNNAcc=0.906,RCNNL1Loss=1.643
[Epoch 0][Batch 3599], Speed: 5.332 samples/sec, RPN_Conf=0.091,RPN_SmoothL1=0.074,RCNN_CrossEntropy=0.418,RCNN_SmoothL1=0.339,RPNAcc=0.961,RPNL1Loss=0.454,RCNNAcc=0.906,RCNNL1Loss=1.630
[Epoch 0][Batch 3699], Speed: 6.238 samples/sec, RPN_Conf=0.090,RPN_SmoothL1=0.073,RCNN_CrossEntropy=0.415,RCNN_SmoothL1=0.338,RPNAcc=0.961,RPNL1Loss=0.452,RCNNAcc=0.906,RCNNL1Loss=1.618
[Epoch 0][Batch 3799], Speed: 5.762 samples/sec, RPN_Conf=0.090,RPN_SmoothL1=0.073,RCNN_CrossEntropy=0.413,RCNN_SmoothL1=0.338,RPNAcc=0.962,RPNL1Loss=0.450,RCNNAcc=0.906,RCNNL1Loss=1.606
[Epoch 0][Batch 3899], Speed: 5.884 samples/sec, RPN_Conf=0.089,RPN_SmoothL1=0.073,RCNN_CrossEntropy=0.410,RCNN_SmoothL1=0.338,RPNAcc=0.962,RPNL1Loss=0.448,RCNNAcc=0.906,RCNNL1Loss=1.594
[Epoch 0][Batch 3999], Speed: 5.814 samples/sec, RPN_Conf=0.088,RPN_SmoothL1=0.073,RCNN_CrossEntropy=0.408,RCNN_SmoothL1=0.338,RPNAcc=0.963,RPNL1Loss=0.446,RCNNAcc=0.906,RCNNL1Loss=1.582
[Epoch 0][Batch 4099], Speed: 6.285 samples/sec, RPN_Conf=0.087,RPN_SmoothL1=0.072,RCNN_CrossEntropy=0.406,RCNN_SmoothL1=0.338,RPNAcc=0.963,RPNL1Loss=0.444,RCNNAcc=0.906,RCNNL1Loss=1.571
[Epoch 0][Batch 4199], Speed: 5.866 samples/sec, RPN_Conf=0.086,RPN_SmoothL1=0.072,RCNN_CrossEntropy=0.404,RCNN_SmoothL1=0.338,RPNAcc=0.964,RPNL1Loss=0.443,RCNNAcc=0.906,RCNNL1Loss=1.561
[Epoch 0][Batch 4299], Speed: 6.193 samples/sec, RPN_Conf=0.085,RPN_SmoothL1=0.072,RCNN_CrossEntropy=0.401,RCNN_SmoothL1=0.337,RPNAcc=0.964,RPNL1Loss=0.441,RCNNAcc=0.906,RCNNL1Loss=1.551
[Epoch 0][Batch 4399], Speed: 6.258 samples/sec, RPN_Conf=0.084,RPN_SmoothL1=0.072,RCNN_CrossEntropy=0.398,RCNN_SmoothL1=0.336,RPNAcc=0.964,RPNL1Loss=0.440,RCNNAcc=0.906,RCNNL1Loss=1.542
[Epoch 0][Batch 4499], Speed: 5.758 samples/sec, RPN_Conf=0.084,RPN_SmoothL1=0.071,RCNN_CrossEntropy=0.397,RCNN_SmoothL1=0.337,RPNAcc=0.965,RPNL1Loss=0.438,RCNNAcc=0.906,RCNNL1Loss=1.532
[Epoch 0][Batch 4599], Speed: 6.205 samples/sec, RPN_Conf=0.083,RPN_SmoothL1=0.071,RCNN_CrossEntropy=0.395,RCNN_SmoothL1=0.336,RPNAcc=0.965,RPNL1Loss=0.436,RCNNAcc=0.906,RCNNL1Loss=1.523
[Epoch 0][Batch 4699], Speed: 6.260 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.071,RCNN_CrossEntropy=0.393,RCNN_SmoothL1=0.336,RPNAcc=0.965,RPNL1Loss=0.435,RCNNAcc=0.907,RCNNL1Loss=1.515
[Epoch 0][Batch 4799], Speed: 6.125 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.071,RCNN_CrossEntropy=0.391,RCNN_SmoothL1=0.336,RPNAcc=0.966,RPNL1Loss=0.433,RCNNAcc=0.907,RCNNL1Loss=1.508
[Epoch 0][Batch 4899], Speed: 5.989 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.071,RCNN_CrossEntropy=0.390,RCNN_SmoothL1=0.336,RPNAcc=0.966,RPNL1Loss=0.431,RCNNAcc=0.907,RCNNL1Loss=1.499
[Epoch 0][Batch 4999], Speed: 6.141 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.071,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.336,RPNAcc=0.966,RPNL1Loss=0.430,RCNNAcc=0.907,RCNNL1Loss=1.491
[Epoch 0][Batch 5099], Speed: 6.152 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.070,RCNN_CrossEntropy=0.386,RCNN_SmoothL1=0.335,RPNAcc=0.967,RPNL1Loss=0.429,RCNNAcc=0.907,RCNNL1Loss=1.483
[Epoch 0][Batch 5199], Speed: 5.367 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.070,RCNN_CrossEntropy=0.385,RCNN_SmoothL1=0.335,RPNAcc=0.967,RPNL1Loss=0.427,RCNNAcc=0.907,RCNNL1Loss=1.476
[Epoch 0][Batch 5299], Speed: 5.750 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.070,RCNN_CrossEntropy=0.383,RCNN_SmoothL1=0.335,RPNAcc=0.967,RPNL1Loss=0.426,RCNNAcc=0.907,RCNNL1Loss=1.468
[Epoch 0][Batch 5399], Speed: 5.870 samples/sec, RPN_Conf=0.078,RPN_SmoothL1=0.070,RCNN_CrossEntropy=0.382,RCNN_SmoothL1=0.335,RPNAcc=0.967,RPNL1Loss=0.424,RCNNAcc=0.907,RCNNL1Loss=1.461
[Epoch 0][Batch 5499], Speed: 5.698 samples/sec, RPN_Conf=0.078,RPN_SmoothL1=0.070,RCNN_CrossEntropy=0.380,RCNN_SmoothL1=0.335,RPNAcc=0.968,RPNL1Loss=0.423,RCNNAcc=0.907,RCNNL1Loss=1.455
[Epoch 0][Batch 5599], Speed: 6.203 samples/sec, RPN_Conf=0.077,RPN_SmoothL1=0.070,RCNN_CrossEntropy=0.379,RCNN_SmoothL1=0.335,RPNAcc=0.968,RPNL1Loss=0.422,RCNNAcc=0.907,RCNNL1Loss=1.448
[Epoch 0][Batch 5699], Speed: 6.075 samples/sec, RPN_Conf=0.077,RPN_SmoothL1=0.070,RCNN_CrossEntropy=0.377,RCNN_SmoothL1=0.334,RPNAcc=0.968,RPNL1Loss=0.420,RCNNAcc=0.907,RCNNL1Loss=1.441
[Epoch 0][Batch 5799], Speed: 5.453 samples/sec, RPN_Conf=0.076,RPN_SmoothL1=0.069,RCNN_CrossEntropy=0.376,RCNN_SmoothL1=0.334,RPNAcc=0.968,RPNL1Loss=0.419,RCNNAcc=0.907,RCNNL1Loss=1.435
[Epoch 0][Batch 5899], Speed: 5.414 samples/sec, RPN_Conf=0.076,RPN_SmoothL1=0.069,RCNN_CrossEntropy=0.374,RCNN_SmoothL1=0.334,RPNAcc=0.969,RPNL1Loss=0.418,RCNNAcc=0.907,RCNNL1Loss=1.429
[Epoch 0][Batch 5999], Speed: 5.688 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.069,RCNN_CrossEntropy=0.373,RCNN_SmoothL1=0.333,RPNAcc=0.969,RPNL1Loss=0.417,RCNNAcc=0.908,RCNNL1Loss=1.423
[Epoch 0][Batch 6099], Speed: 5.995 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.069,RCNN_CrossEntropy=0.371,RCNN_SmoothL1=0.333,RPNAcc=0.969,RPNL1Loss=0.416,RCNNAcc=0.908,RCNNL1Loss=1.417
[Epoch 0][Batch 6199], Speed: 6.547 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.069,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.333,RPNAcc=0.969,RPNL1Loss=0.415,RCNNAcc=0.908,RCNNL1Loss=1.412
[Epoch 0][Batch 6299], Speed: 6.295 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.068,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.332,RPNAcc=0.969,RPNL1Loss=0.414,RCNNAcc=0.908,RCNNL1Loss=1.406
[Epoch 0][Batch 6399], Speed: 5.664 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.068,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.332,RPNAcc=0.970,RPNL1Loss=0.413,RCNNAcc=0.908,RCNNL1Loss=1.401
[Epoch 0][Batch 6499], Speed: 5.711 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.068,RCNN_CrossEntropy=0.366,RCNN_SmoothL1=0.332,RPNAcc=0.970,RPNL1Loss=0.411,RCNNAcc=0.908,RCNNL1Loss=1.396
[Epoch 0][Batch 6599], Speed: 5.817 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.068,RCNN_CrossEntropy=0.364,RCNN_SmoothL1=0.331,RPNAcc=0.970,RPNL1Loss=0.410,RCNNAcc=0.908,RCNNL1Loss=1.391
[Epoch 0][Batch 6699], Speed: 5.993 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.068,RCNN_CrossEntropy=0.363,RCNN_SmoothL1=0.331,RPNAcc=0.970,RPNL1Loss=0.409,RCNNAcc=0.908,RCNNL1Loss=1.386
[Epoch 0][Batch 6799], Speed: 6.133 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.068,RCNN_CrossEntropy=0.362,RCNN_SmoothL1=0.331,RPNAcc=0.970,RPNL1Loss=0.408,RCNNAcc=0.908,RCNNL1Loss=1.381
[Epoch 0][Batch 6899], Speed: 5.833 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.068,RCNN_CrossEntropy=0.361,RCNN_SmoothL1=0.330,RPNAcc=0.971,RPNL1Loss=0.407,RCNNAcc=0.909,RCNNL1Loss=1.376
[Epoch 0][Batch 6999], Speed: 5.919 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.068,RCNN_CrossEntropy=0.359,RCNN_SmoothL1=0.330,RPNAcc=0.971,RPNL1Loss=0.406,RCNNAcc=0.909,RCNNL1Loss=1.371
[Epoch 0][Batch 7099], Speed: 6.347 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.067,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.330,RPNAcc=0.971,RPNL1Loss=0.405,RCNNAcc=0.909,RCNNL1Loss=1.366
[Epoch 0][Batch 7199], Speed: 6.003 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.067,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.330,RPNAcc=0.971,RPNL1Loss=0.404,RCNNAcc=0.909,RCNNL1Loss=1.361
[Epoch 0][Batch 7299], Speed: 6.007 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.067,RCNN_CrossEntropy=0.356,RCNN_SmoothL1=0.330,RPNAcc=0.971,RPNL1Loss=0.403,RCNNAcc=0.909,RCNNL1Loss=1.357
[Epoch 0][Batch 7399], Speed: 5.925 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.067,RCNN_CrossEntropy=0.355,RCNN_SmoothL1=0.329,RPNAcc=0.971,RPNL1Loss=0.402,RCNNAcc=0.909,RCNNL1Loss=1.353
[Epoch 0][Batch 7499], Speed: 6.201 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.067,RCNN_CrossEntropy=0.354,RCNN_SmoothL1=0.329,RPNAcc=0.972,RPNL1Loss=0.401,RCNNAcc=0.909,RCNNL1Loss=1.349
[Epoch 0][Batch 7599], Speed: 5.913 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.067,RCNN_CrossEntropy=0.353,RCNN_SmoothL1=0.329,RPNAcc=0.972,RPNL1Loss=0.401,RCNNAcc=0.909,RCNNL1Loss=1.345
[Epoch 0][Batch 7699], Speed: 6.110 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.067,RCNN_CrossEntropy=0.352,RCNN_SmoothL1=0.329,RPNAcc=0.972,RPNL1Loss=0.400,RCNNAcc=0.909,RCNNL1Loss=1.341
[Epoch 0][Batch 7799], Speed: 6.107 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.067,RCNN_CrossEntropy=0.351,RCNN_SmoothL1=0.328,RPNAcc=0.972,RPNL1Loss=0.399,RCNNAcc=0.909,RCNNL1Loss=1.337
[Epoch 0][Batch 7899], Speed: 5.828 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.066,RCNN_CrossEntropy=0.350,RCNN_SmoothL1=0.328,RPNAcc=0.972,RPNL1Loss=0.398,RCNNAcc=0.910,RCNNL1Loss=1.333
[Epoch 0][Batch 7999], Speed: 6.232 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.066,RCNN_CrossEntropy=0.349,RCNN_SmoothL1=0.328,RPNAcc=0.972,RPNL1Loss=0.397,RCNNAcc=0.910,RCNNL1Loss=1.329
[Epoch 0][Batch 8099], Speed: 6.064 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.066,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.327,RPNAcc=0.972,RPNL1Loss=0.396,RCNNAcc=0.910,RCNNL1Loss=1.325
[Epoch 0][Batch 8199], Speed: 6.189 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.066,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.327,RPNAcc=0.973,RPNL1Loss=0.395,RCNNAcc=0.910,RCNNL1Loss=1.321
[Epoch 0][Batch 8299], Speed: 6.132 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.066,RCNN_CrossEntropy=0.346,RCNN_SmoothL1=0.327,RPNAcc=0.973,RPNL1Loss=0.395,RCNNAcc=0.910,RCNNL1Loss=1.317
[Epoch 0][Batch 8399], Speed: 6.004 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.066,RCNN_CrossEntropy=0.345,RCNN_SmoothL1=0.327,RPNAcc=0.973,RPNL1Loss=0.394,RCNNAcc=0.910,RCNNL1Loss=1.313
[Epoch 0][Batch 8499], Speed: 5.998 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.066,RCNN_CrossEntropy=0.344,RCNN_SmoothL1=0.326,RPNAcc=0.973,RPNL1Loss=0.393,RCNNAcc=0.910,RCNNL1Loss=1.310
[Epoch 0][Batch 8599], Speed: 6.003 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.066,RCNN_CrossEntropy=0.343,RCNN_SmoothL1=0.326,RPNAcc=0.973,RPNL1Loss=0.392,RCNNAcc=0.910,RCNNL1Loss=1.306
[Epoch 0][Batch 8699], Speed: 6.181 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.066,RCNN_CrossEntropy=0.342,RCNN_SmoothL1=0.326,RPNAcc=0.973,RPNL1Loss=0.392,RCNNAcc=0.910,RCNNL1Loss=1.303
[Epoch 0][Batch 8799], Speed: 6.004 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.066,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.326,RPNAcc=0.973,RPNL1Loss=0.391,RCNNAcc=0.910,RCNNL1Loss=1.300
[Epoch 0][Batch 8899], Speed: 5.881 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.066,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.326,RPNAcc=0.973,RPNL1Loss=0.390,RCNNAcc=0.910,RCNNL1Loss=1.296
[Epoch 0][Batch 8999], Speed: 6.012 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.066,RCNN_CrossEntropy=0.340,RCNN_SmoothL1=0.326,RPNAcc=0.973,RPNL1Loss=0.389,RCNNAcc=0.910,RCNNL1Loss=1.292
[Epoch 0][Batch 9099], Speed: 5.734 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.065,RCNN_CrossEntropy=0.339,RCNN_SmoothL1=0.325,RPNAcc=0.974,RPNL1Loss=0.389,RCNNAcc=0.910,RCNNL1Loss=1.289
[Epoch 0][Batch 9199], Speed: 6.218 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.065,RCNN_CrossEntropy=0.338,RCNN_SmoothL1=0.325,RPNAcc=0.974,RPNL1Loss=0.388,RCNNAcc=0.911,RCNNL1Loss=1.286
[Epoch 0][Batch 9299], Speed: 5.865 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.065,RCNN_CrossEntropy=0.337,RCNN_SmoothL1=0.325,RPNAcc=0.974,RPNL1Loss=0.387,RCNNAcc=0.911,RCNNL1Loss=1.282
[Epoch 0][Batch 9399], Speed: 5.769 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.065,RCNN_CrossEntropy=0.337,RCNN_SmoothL1=0.325,RPNAcc=0.974,RPNL1Loss=0.387,RCNNAcc=0.911,RCNNL1Loss=1.279
[Epoch 0][Batch 9499], Speed: 5.915 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.065,RCNN_CrossEntropy=0.336,RCNN_SmoothL1=0.325,RPNAcc=0.974,RPNL1Loss=0.386,RCNNAcc=0.911,RCNNL1Loss=1.276
[Epoch 0][Batch 9599], Speed: 5.785 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.065,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.324,RPNAcc=0.974,RPNL1Loss=0.385,RCNNAcc=0.911,RCNNL1Loss=1.273
[Epoch 0][Batch 9699], Speed: 6.184 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.065,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.324,RPNAcc=0.974,RPNL1Loss=0.385,RCNNAcc=0.911,RCNNL1Loss=1.270
[Epoch 0][Batch 9799], Speed: 6.324 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.065,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.324,RPNAcc=0.974,RPNL1Loss=0.384,RCNNAcc=0.911,RCNNL1Loss=1.267
[Epoch 0][Batch 9899], Speed: 5.766 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.065,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.324,RPNAcc=0.974,RPNL1Loss=0.383,RCNNAcc=0.911,RCNNL1Loss=1.264
[Epoch 0][Batch 9999], Speed: 6.035 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.065,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.324,RPNAcc=0.974,RPNL1Loss=0.383,RCNNAcc=0.911,RCNNL1Loss=1.262
[Epoch 0][Batch 10099], Speed: 5.964 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.065,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.323,RPNAcc=0.974,RPNL1Loss=0.382,RCNNAcc=0.911,RCNNL1Loss=1.259
[Epoch 0][Batch 10199], Speed: 5.875 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.065,RCNN_CrossEntropy=0.331,RCNN_SmoothL1=0.323,RPNAcc=0.975,RPNL1Loss=0.382,RCNNAcc=0.911,RCNNL1Loss=1.257
[Epoch 0][Batch 10299], Speed: 5.676 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.323,RPNAcc=0.975,RPNL1Loss=0.381,RCNNAcc=0.911,RCNNL1Loss=1.254
[Epoch 0][Batch 10399], Speed: 5.332 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.323,RPNAcc=0.975,RPNL1Loss=0.381,RCNNAcc=0.911,RCNNL1Loss=1.251
[Epoch 0][Batch 10499], Speed: 5.970 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.329,RCNN_SmoothL1=0.322,RPNAcc=0.975,RPNL1Loss=0.380,RCNNAcc=0.912,RCNNL1Loss=1.249
[Epoch 0][Batch 10599], Speed: 6.476 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.322,RPNAcc=0.975,RPNL1Loss=0.379,RCNNAcc=0.912,RCNNL1Loss=1.246
[Epoch 0][Batch 10699], Speed: 6.138 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.322,RPNAcc=0.975,RPNL1Loss=0.379,RCNNAcc=0.912,RCNNL1Loss=1.244
[Epoch 0][Batch 10799], Speed: 5.751 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.322,RPNAcc=0.975,RPNL1Loss=0.378,RCNNAcc=0.912,RCNNL1Loss=1.241
[Epoch 0][Batch 10899], Speed: 6.171 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.322,RPNAcc=0.975,RPNL1Loss=0.377,RCNNAcc=0.912,RCNNL1Loss=1.239
[Epoch 0][Batch 10999], Speed: 6.445 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.321,RPNAcc=0.975,RPNL1Loss=0.377,RCNNAcc=0.912,RCNNL1Loss=1.236
[Epoch 0][Batch 11099], Speed: 5.785 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.321,RPNAcc=0.975,RPNL1Loss=0.376,RCNNAcc=0.912,RCNNL1Loss=1.234
[Epoch 0][Batch 11199], Speed: 6.305 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.321,RPNAcc=0.975,RPNL1Loss=0.376,RCNNAcc=0.912,RCNNL1Loss=1.232
[Epoch 0][Batch 11299], Speed: 6.469 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.323,RCNN_SmoothL1=0.321,RPNAcc=0.975,RPNL1Loss=0.375,RCNNAcc=0.912,RCNNL1Loss=1.229
[Epoch 0][Batch 11399], Speed: 5.941 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.323,RCNN_SmoothL1=0.320,RPNAcc=0.976,RPNL1Loss=0.375,RCNNAcc=0.912,RCNNL1Loss=1.227
[Epoch 0][Batch 11499], Speed: 5.443 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.320,RPNAcc=0.976,RPNL1Loss=0.374,RCNNAcc=0.912,RCNNL1Loss=1.224
[Epoch 0][Batch 11599], Speed: 6.520 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.320,RPNAcc=0.976,RPNL1Loss=0.374,RCNNAcc=0.912,RCNNL1Loss=1.222
[Epoch 0][Batch 11699], Speed: 5.897 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.320,RPNAcc=0.976,RPNL1Loss=0.373,RCNNAcc=0.913,RCNNL1Loss=1.220
[Epoch 0][Batch 11799], Speed: 5.776 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.320,RPNAcc=0.976,RPNL1Loss=0.373,RCNNAcc=0.913,RCNNL1Loss=1.218
[Epoch 0][Batch 11899], Speed: 6.142 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.319,RPNAcc=0.976,RPNL1Loss=0.372,RCNNAcc=0.913,RCNNL1Loss=1.215
[Epoch 0][Batch 11999], Speed: 5.763 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.319,RPNAcc=0.976,RPNL1Loss=0.372,RCNNAcc=0.913,RCNNL1Loss=1.213
[Epoch 0][Batch 12099], Speed: 6.162 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.319,RPNAcc=0.976,RPNL1Loss=0.371,RCNNAcc=0.913,RCNNL1Loss=1.211
[Epoch 0][Batch 12199], Speed: 6.193 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.319,RPNAcc=0.976,RPNL1Loss=0.371,RCNNAcc=0.913,RCNNL1Loss=1.209
[Epoch 0][Batch 12299], Speed: 5.964 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.318,RPNAcc=0.976,RPNL1Loss=0.370,RCNNAcc=0.913,RCNNL1Loss=1.207
[Epoch 0][Batch 12399], Speed: 6.297 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.318,RPNAcc=0.976,RPNL1Loss=0.370,RCNNAcc=0.913,RCNNL1Loss=1.204
[Epoch 0][Batch 12499], Speed: 6.425 samples/sec, RPN_Conf=0.059,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.318,RPNAcc=0.976,RPNL1Loss=0.369,RCNNAcc=0.913,RCNNL1Loss=1.202
[Epoch 0][Batch 12599], Speed: 5.451 samples/sec, RPN_Conf=0.059,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.318,RPNAcc=0.976,RPNL1Loss=0.369,RCNNAcc=0.913,RCNNL1Loss=1.200
[Epoch 0][Batch 12699], Speed: 6.014 samples/sec, RPN_Conf=0.059,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.318,RPNAcc=0.976,RPNL1Loss=0.368,RCNNAcc=0.913,RCNNL1Loss=1.198
[Epoch 0][Batch 12799], Speed: 6.088 samples/sec, RPN_Conf=0.059,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.317,RPNAcc=0.977,RPNL1Loss=0.368,RCNNAcc=0.913,RCNNL1Loss=1.196
[Epoch 0][Batch 12899], Speed: 5.904 samples/sec, RPN_Conf=0.059,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.317,RPNAcc=0.977,RPNL1Loss=0.367,RCNNAcc=0.913,RCNNL1Loss=1.194
[Epoch 0][Batch 12999], Speed: 6.030 samples/sec, RPN_Conf=0.059,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.317,RPNAcc=0.977,RPNL1Loss=0.367,RCNNAcc=0.913,RCNNL1Loss=1.192
[Epoch 0][Batch 13099], Speed: 5.832 samples/sec, RPN_Conf=0.059,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.317,RPNAcc=0.977,RPNL1Loss=0.366,RCNNAcc=0.914,RCNNL1Loss=1.190
[Epoch 0][Batch 13199], Speed: 6.095 samples/sec, RPN_Conf=0.058,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.317,RPNAcc=0.977,RPNL1Loss=0.366,RCNNAcc=0.914,RCNNL1Loss=1.188
[Epoch 0][Batch 13299], Speed: 6.173 samples/sec, RPN_Conf=0.058,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.316,RPNAcc=0.977,RPNL1Loss=0.365,RCNNAcc=0.914,RCNNL1Loss=1.186
[Epoch 0][Batch 13399], Speed: 6.029 samples/sec, RPN_Conf=0.058,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.316,RPNAcc=0.977,RPNL1Loss=0.365,RCNNAcc=0.914,RCNNL1Loss=1.184
[Epoch 0][Batch 13499], Speed: 6.123 samples/sec, RPN_Conf=0.058,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.316,RPNAcc=0.977,RPNL1Loss=0.364,RCNNAcc=0.914,RCNNL1Loss=1.182
[Epoch 0][Batch 13599], Speed: 5.630 samples/sec, RPN_Conf=0.058,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.316,RPNAcc=0.977,RPNL1Loss=0.364,RCNNAcc=0.914,RCNNL1Loss=1.181
[Epoch 0][Batch 13699], Speed: 6.285 samples/sec, RPN_Conf=0.058,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.315,RPNAcc=0.977,RPNL1Loss=0.364,RCNNAcc=0.914,RCNNL1Loss=1.179
[Epoch 0][Batch 13799], Speed: 6.265 samples/sec, RPN_Conf=0.058,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.315,RPNAcc=0.977,RPNL1Loss=0.363,RCNNAcc=0.914,RCNNL1Loss=1.177
[Epoch 0][Batch 13899], Speed: 6.084 samples/sec, RPN_Conf=0.058,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.315,RPNAcc=0.977,RPNL1Loss=0.363,RCNNAcc=0.914,RCNNL1Loss=1.175
[Epoch 0][Batch 13999], Speed: 5.567 samples/sec, RPN_Conf=0.057,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.315,RPNAcc=0.977,RPNL1Loss=0.362,RCNNAcc=0.914,RCNNL1Loss=1.173
[Epoch 0][Batch 14099], Speed: 6.259 samples/sec, RPN_Conf=0.057,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.314,RPNAcc=0.977,RPNL1Loss=0.362,RCNNAcc=0.914,RCNNL1Loss=1.172
[Epoch 0][Batch 14199], Speed: 5.885 samples/sec, RPN_Conf=0.057,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.314,RPNAcc=0.977,RPNL1Loss=0.361,RCNNAcc=0.914,RCNNL1Loss=1.170
[Epoch 0][Batch 14299], Speed: 6.000 samples/sec, RPN_Conf=0.057,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.314,RPNAcc=0.977,RPNL1Loss=0.361,RCNNAcc=0.914,RCNNL1Loss=1.168
[Epoch 0][Batch 14399], Speed: 5.810 samples/sec, RPN_Conf=0.057,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.314,RPNAcc=0.977,RPNL1Loss=0.360,RCNNAcc=0.915,RCNNL1Loss=1.167
[Epoch 0][Batch 14499], Speed: 5.786 samples/sec, RPN_Conf=0.057,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.314,RPNAcc=0.977,RPNL1Loss=0.360,RCNNAcc=0.915,RCNNL1Loss=1.165
[Epoch 0][Batch 14599], Speed: 5.944 samples/sec, RPN_Conf=0.057,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.314,RPNAcc=0.978,RPNL1Loss=0.360,RCNNAcc=0.915,RCNNL1Loss=1.163
[Epoch 0] Training cost: 19537.977, RPN_Conf=0.057,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.314
[Epoch 0] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.277
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.503
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.281
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.179
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.312
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.333
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.246
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.427
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.463
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.314
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.498
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.544
person=45.4
bicycle=21.9
car=34.4
motorcycle=30.8
airplane=45.8
bus=50.0
train=46.0
truck=18.4
boat=17.8
traffic light=23.7
fire hydrant=55.2
stop sign=47.8
parking meter=32.4
bench=13.5
bird=29.0
cat=48.7
dog=46.0
horse=33.9
sheep=36.5
cow=39.7
elephant=47.3
bear=54.3
zebra=52.3
giraffe=52.5
backpack=7.9
umbrella=24.7
handbag=6.2
tie=18.6
suitcase=21.4
frisbee=54.3
skis=9.5
snowboard=12.6
sports ball=35.5
kite=32.1
baseball bat=18.9
baseball glove=27.3
skateboard=32.3
surfboard=25.8
tennis racket=36.5
bottle=30.6
wine glass=25.2
cup=33.7
fork=14.0
knife=8.2
spoon=8.7
bowl=28.6
banana=13.6
apple=11.7
sandwich=19.2
orange=23.0
broccoli=16.3
carrot=12.2
hot dog=16.6
pizza=40.0
donut=34.8
cake=19.3
chair=17.2
couch=27.8
potted plant=16.0
bed=25.2
dining table=12.4
toilet=39.2
tv=44.4
laptop=42.7
mouse=44.4
remote=15.7
keyboard=28.5
cell phone=21.4
microwave=43.2
oven=18.1
toaster=0.0
sink=24.1
refrigerator=32.7
book=9.9
clock=45.7
vase=25.0
scissors=9.5
teddy bear=26.3
hair drier=0.0
toothbrush=3.3
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=27.7
[Epoch 0] mAP 27.7 higher than current best [0] saving to faster_rcnn_fpn_syncbn_resnest269_coco_best.params
[Epoch 0] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0000_27.7000.params
[Epoch 1][Batch 99], Speed: 6.262 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.287,RPNAcc=0.978,RPNL1Loss=0.359,RCNNAcc=0.915,RCNNL1Loss=1.160
[Epoch 1][Batch 199], Speed: 6.668 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.285,RPNAcc=0.978,RPNL1Loss=0.359,RCNNAcc=0.915,RCNNL1Loss=1.158
[Epoch 1][Batch 299], Speed: 6.091 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.290,RPNAcc=0.978,RPNL1Loss=0.358,RCNNAcc=0.915,RCNNL1Loss=1.156
[Epoch 1][Batch 399], Speed: 6.013 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.288,RPNAcc=0.978,RPNL1Loss=0.358,RCNNAcc=0.915,RCNNL1Loss=1.155
[Epoch 1][Batch 499], Speed: 7.209 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.286,RPNAcc=0.978,RPNL1Loss=0.357,RCNNAcc=0.915,RCNNL1Loss=1.153
[Epoch 1][Batch 599], Speed: 6.275 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.285,RPNAcc=0.978,RPNL1Loss=0.357,RCNNAcc=0.915,RCNNL1Loss=1.151
[Epoch 1][Batch 699], Speed: 5.920 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.285,RPNAcc=0.978,RPNL1Loss=0.356,RCNNAcc=0.915,RCNNL1Loss=1.149
[Epoch 1][Batch 799], Speed: 6.291 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.283,RPNAcc=0.978,RPNL1Loss=0.356,RCNNAcc=0.915,RCNNL1Loss=1.148
[Epoch 1][Batch 899], Speed: 6.667 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.284,RPNAcc=0.978,RPNL1Loss=0.356,RCNNAcc=0.915,RCNNL1Loss=1.146
[Epoch 1][Batch 999], Speed: 5.809 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.284,RPNAcc=0.978,RPNL1Loss=0.355,RCNNAcc=0.915,RCNNL1Loss=1.144
[Epoch 1][Batch 1099], Speed: 6.113 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.284,RPNAcc=0.978,RPNL1Loss=0.355,RCNNAcc=0.915,RCNNL1Loss=1.143
[Epoch 1][Batch 1199], Speed: 5.860 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.284,RPNAcc=0.978,RPNL1Loss=0.354,RCNNAcc=0.916,RCNNL1Loss=1.141
[Epoch 1][Batch 1299], Speed: 5.431 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.285,RPNAcc=0.978,RPNL1Loss=0.354,RCNNAcc=0.916,RCNNL1Loss=1.140
[Epoch 1][Batch 1399], Speed: 5.871 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.285,RPNAcc=0.978,RPNL1Loss=0.354,RCNNAcc=0.916,RCNNL1Loss=1.138
[Epoch 1][Batch 1499], Speed: 6.232 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.285,RPNAcc=0.978,RPNL1Loss=0.353,RCNNAcc=0.916,RCNNL1Loss=1.137
[Epoch 1][Batch 1599], Speed: 5.786 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.286,RPNAcc=0.978,RPNL1Loss=0.353,RCNNAcc=0.916,RCNNL1Loss=1.136
[Epoch 1][Batch 1699], Speed: 5.332 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.285,RPNAcc=0.978,RPNL1Loss=0.353,RCNNAcc=0.916,RCNNL1Loss=1.134
[Epoch 1][Batch 1799], Speed: 5.697 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.284,RPNAcc=0.978,RPNL1Loss=0.352,RCNNAcc=0.916,RCNNL1Loss=1.132
[Epoch 1][Batch 1899], Speed: 6.333 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.284,RPNAcc=0.979,RPNL1Loss=0.352,RCNNAcc=0.916,RCNNL1Loss=1.131
[Epoch 1][Batch 1999], Speed: 5.853 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.284,RPNAcc=0.979,RPNL1Loss=0.351,RCNNAcc=0.916,RCNNL1Loss=1.129
[Epoch 1][Batch 2099], Speed: 6.060 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.284,RPNAcc=0.979,RPNL1Loss=0.351,RCNNAcc=0.916,RCNNL1Loss=1.128
[Epoch 1][Batch 2199], Speed: 5.915 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.284,RPNAcc=0.979,RPNL1Loss=0.351,RCNNAcc=0.916,RCNNL1Loss=1.127
[Epoch 1][Batch 2299], Speed: 5.996 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.284,RPNAcc=0.979,RPNL1Loss=0.350,RCNNAcc=0.916,RCNNL1Loss=1.125
[Epoch 1][Batch 2399], Speed: 5.891 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.284,RPNAcc=0.979,RPNL1Loss=0.350,RCNNAcc=0.916,RCNNL1Loss=1.124
[Epoch 1][Batch 2499], Speed: 5.796 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.284,RPNAcc=0.979,RPNL1Loss=0.350,RCNNAcc=0.916,RCNNL1Loss=1.122
[Epoch 1][Batch 2599], Speed: 6.065 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.284,RPNAcc=0.979,RPNL1Loss=0.349,RCNNAcc=0.916,RCNNL1Loss=1.121
[Epoch 1][Batch 2699], Speed: 5.799 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.284,RPNAcc=0.979,RPNL1Loss=0.349,RCNNAcc=0.916,RCNNL1Loss=1.120
[Epoch 1][Batch 2799], Speed: 6.286 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.283,RPNAcc=0.979,RPNL1Loss=0.349,RCNNAcc=0.916,RCNNL1Loss=1.118
[Epoch 1][Batch 2899], Speed: 6.097 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.283,RPNAcc=0.979,RPNL1Loss=0.348,RCNNAcc=0.917,RCNNL1Loss=1.117
[Epoch 1][Batch 2999], Speed: 6.153 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.283,RPNAcc=0.979,RPNL1Loss=0.348,RCNNAcc=0.917,RCNNL1Loss=1.116
[Epoch 1][Batch 3099], Speed: 5.883 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.283,RPNAcc=0.979,RPNL1Loss=0.348,RCNNAcc=0.917,RCNNL1Loss=1.114
[Epoch 1][Batch 3199], Speed: 5.445 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.283,RPNAcc=0.979,RPNL1Loss=0.347,RCNNAcc=0.917,RCNNL1Loss=1.113
[Epoch 1][Batch 3299], Speed: 6.215 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.283,RPNAcc=0.979,RPNL1Loss=0.347,RCNNAcc=0.917,RCNNL1Loss=1.112
[Epoch 1][Batch 3399], Speed: 6.113 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.283,RPNAcc=0.979,RPNL1Loss=0.347,RCNNAcc=0.917,RCNNL1Loss=1.110
[Epoch 1][Batch 3499], Speed: 5.599 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.283,RPNAcc=0.979,RPNL1Loss=0.346,RCNNAcc=0.917,RCNNL1Loss=1.109
[Epoch 1][Batch 3599], Speed: 6.077 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.283,RPNAcc=0.979,RPNL1Loss=0.346,RCNNAcc=0.917,RCNNL1Loss=1.108
[Epoch 1][Batch 3699], Speed: 5.695 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.283,RPNAcc=0.979,RPNL1Loss=0.346,RCNNAcc=0.917,RCNNL1Loss=1.107
[Epoch 1][Batch 3799], Speed: 5.923 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.283,RPNAcc=0.979,RPNL1Loss=0.346,RCNNAcc=0.917,RCNNL1Loss=1.105
[Epoch 1][Batch 3899], Speed: 5.983 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.283,RPNAcc=0.979,RPNL1Loss=0.345,RCNNAcc=0.917,RCNNL1Loss=1.104
[Epoch 1][Batch 3999], Speed: 5.995 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.283,RPNAcc=0.979,RPNL1Loss=0.345,RCNNAcc=0.917,RCNNL1Loss=1.103
[Epoch 1][Batch 4099], Speed: 6.171 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.283,RPNAcc=0.979,RPNL1Loss=0.345,RCNNAcc=0.917,RCNNL1Loss=1.102
[Epoch 1][Batch 4199], Speed: 6.030 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.283,RPNAcc=0.979,RPNL1Loss=0.344,RCNNAcc=0.917,RCNNL1Loss=1.101
[Epoch 1][Batch 4299], Speed: 5.607 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.283,RPNAcc=0.979,RPNL1Loss=0.344,RCNNAcc=0.917,RCNNL1Loss=1.100
[Epoch 1][Batch 4399], Speed: 5.447 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.283,RPNAcc=0.979,RPNL1Loss=0.344,RCNNAcc=0.917,RCNNL1Loss=1.098
[Epoch 1][Batch 4499], Speed: 5.559 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.283,RPNAcc=0.980,RPNL1Loss=0.343,RCNNAcc=0.917,RCNNL1Loss=1.097
[Epoch 1][Batch 4599], Speed: 5.536 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.283,RPNAcc=0.980,RPNL1Loss=0.343,RCNNAcc=0.917,RCNNL1Loss=1.096
[Epoch 1][Batch 4699], Speed: 5.992 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.283,RPNAcc=0.980,RPNL1Loss=0.343,RCNNAcc=0.917,RCNNL1Loss=1.095
[Epoch 1][Batch 4799], Speed: 5.948 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.283,RPNAcc=0.980,RPNL1Loss=0.342,RCNNAcc=0.917,RCNNL1Loss=1.094
[Epoch 1][Batch 4899], Speed: 5.860 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.283,RPNAcc=0.980,RPNL1Loss=0.342,RCNNAcc=0.917,RCNNL1Loss=1.092
[Epoch 1][Batch 4999], Speed: 6.126 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.283,RPNAcc=0.980,RPNL1Loss=0.342,RCNNAcc=0.918,RCNNL1Loss=1.091
[Epoch 1][Batch 5099], Speed: 5.976 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.282,RPNAcc=0.980,RPNL1Loss=0.342,RCNNAcc=0.918,RCNNL1Loss=1.090
[Epoch 1][Batch 5199], Speed: 5.862 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.282,RPNAcc=0.980,RPNL1Loss=0.341,RCNNAcc=0.918,RCNNL1Loss=1.089
[Epoch 1][Batch 5299], Speed: 6.545 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.282,RPNAcc=0.980,RPNL1Loss=0.341,RCNNAcc=0.918,RCNNL1Loss=1.088
[Epoch 1][Batch 5399], Speed: 5.940 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.282,RPNAcc=0.980,RPNL1Loss=0.341,RCNNAcc=0.918,RCNNL1Loss=1.087
[Epoch 1][Batch 5499], Speed: 5.515 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.282,RPNAcc=0.980,RPNL1Loss=0.341,RCNNAcc=0.918,RCNNL1Loss=1.086
[Epoch 1][Batch 5599], Speed: 5.913 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.282,RPNAcc=0.980,RPNL1Loss=0.340,RCNNAcc=0.918,RCNNL1Loss=1.085
[Epoch 1][Batch 5699], Speed: 5.948 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.282,RPNAcc=0.980,RPNL1Loss=0.340,RCNNAcc=0.918,RCNNL1Loss=1.084
[Epoch 1][Batch 5799], Speed: 6.538 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.282,RPNAcc=0.980,RPNL1Loss=0.340,RCNNAcc=0.918,RCNNL1Loss=1.083
[Epoch 1][Batch 5899], Speed: 5.598 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.282,RPNAcc=0.980,RPNL1Loss=0.340,RCNNAcc=0.918,RCNNL1Loss=1.082
[Epoch 1][Batch 5999], Speed: 5.797 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.282,RPNAcc=0.980,RPNL1Loss=0.339,RCNNAcc=0.918,RCNNL1Loss=1.081
[Epoch 1][Batch 6099], Speed: 6.013 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.282,RPNAcc=0.980,RPNL1Loss=0.339,RCNNAcc=0.918,RCNNL1Loss=1.080
[Epoch 1][Batch 6199], Speed: 6.060 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.282,RPNAcc=0.980,RPNL1Loss=0.339,RCNNAcc=0.918,RCNNL1Loss=1.079
[Epoch 1][Batch 6299], Speed: 5.491 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.282,RPNAcc=0.980,RPNL1Loss=0.339,RCNNAcc=0.918,RCNNL1Loss=1.077
[Epoch 1][Batch 6399], Speed: 6.094 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.282,RPNAcc=0.980,RPNL1Loss=0.338,RCNNAcc=0.918,RCNNL1Loss=1.076
[Epoch 1][Batch 6499], Speed: 6.188 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.281,RPNAcc=0.980,RPNL1Loss=0.338,RCNNAcc=0.918,RCNNL1Loss=1.075
[Epoch 1][Batch 6599], Speed: 6.289 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.281,RPNAcc=0.980,RPNL1Loss=0.338,RCNNAcc=0.918,RCNNL1Loss=1.074
[Epoch 1][Batch 6699], Speed: 6.392 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.281,RPNAcc=0.980,RPNL1Loss=0.338,RCNNAcc=0.918,RCNNL1Loss=1.073
[Epoch 1][Batch 6799], Speed: 5.546 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.281,RPNAcc=0.980,RPNL1Loss=0.337,RCNNAcc=0.918,RCNNL1Loss=1.072
[Epoch 1][Batch 6899], Speed: 5.429 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.281,RPNAcc=0.980,RPNL1Loss=0.337,RCNNAcc=0.918,RCNNL1Loss=1.071
[Epoch 1][Batch 6999], Speed: 6.045 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.281,RPNAcc=0.980,RPNL1Loss=0.337,RCNNAcc=0.918,RCNNL1Loss=1.070
[Epoch 1][Batch 7099], Speed: 5.700 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.281,RPNAcc=0.980,RPNL1Loss=0.337,RCNNAcc=0.918,RCNNL1Loss=1.069
[Epoch 1][Batch 7199], Speed: 5.945 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.281,RPNAcc=0.980,RPNL1Loss=0.336,RCNNAcc=0.918,RCNNL1Loss=1.068
[Epoch 1][Batch 7299], Speed: 6.080 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.280,RPNAcc=0.980,RPNL1Loss=0.336,RCNNAcc=0.919,RCNNL1Loss=1.067
[Epoch 1][Batch 7399], Speed: 5.733 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.280,RPNAcc=0.980,RPNL1Loss=0.336,RCNNAcc=0.919,RCNNL1Loss=1.066
[Epoch 1][Batch 7499], Speed: 6.327 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.280,RPNAcc=0.980,RPNL1Loss=0.336,RCNNAcc=0.919,RCNNL1Loss=1.065
[Epoch 1][Batch 7599], Speed: 6.012 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.280,RPNAcc=0.980,RPNL1Loss=0.335,RCNNAcc=0.919,RCNNL1Loss=1.064
[Epoch 1][Batch 7699], Speed: 6.364 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.280,RPNAcc=0.980,RPNL1Loss=0.335,RCNNAcc=0.919,RCNNL1Loss=1.063
[Epoch 1][Batch 7799], Speed: 5.893 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.280,RPNAcc=0.980,RPNL1Loss=0.335,RCNNAcc=0.919,RCNNL1Loss=1.062
[Epoch 1][Batch 7899], Speed: 5.922 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.280,RPNAcc=0.980,RPNL1Loss=0.335,RCNNAcc=0.919,RCNNL1Loss=1.061
[Epoch 1][Batch 7999], Speed: 6.191 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.280,RPNAcc=0.981,RPNL1Loss=0.334,RCNNAcc=0.919,RCNNL1Loss=1.060
[Epoch 1][Batch 8099], Speed: 5.993 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.280,RPNAcc=0.981,RPNL1Loss=0.334,RCNNAcc=0.919,RCNNL1Loss=1.059
[Epoch 1][Batch 8199], Speed: 6.000 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.280,RPNAcc=0.981,RPNL1Loss=0.334,RCNNAcc=0.919,RCNNL1Loss=1.059
[Epoch 1][Batch 8299], Speed: 5.984 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.280,RPNAcc=0.981,RPNL1Loss=0.334,RCNNAcc=0.919,RCNNL1Loss=1.058
[Epoch 1][Batch 8399], Speed: 6.578 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.280,RPNAcc=0.981,RPNL1Loss=0.334,RCNNAcc=0.919,RCNNL1Loss=1.057
[Epoch 1][Batch 8499], Speed: 5.944 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.280,RPNAcc=0.981,RPNL1Loss=0.333,RCNNAcc=0.919,RCNNL1Loss=1.056
[Epoch 1][Batch 8599], Speed: 5.971 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.279,RPNAcc=0.981,RPNL1Loss=0.333,RCNNAcc=0.919,RCNNL1Loss=1.055
[Epoch 1][Batch 8699], Speed: 5.992 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.279,RPNAcc=0.981,RPNL1Loss=0.333,RCNNAcc=0.919,RCNNL1Loss=1.054
[Epoch 1][Batch 8799], Speed: 6.159 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.279,RPNAcc=0.981,RPNL1Loss=0.333,RCNNAcc=0.919,RCNNL1Loss=1.053
[Epoch 1][Batch 8899], Speed: 5.988 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.279,RPNAcc=0.981,RPNL1Loss=0.332,RCNNAcc=0.919,RCNNL1Loss=1.052
[Epoch 1][Batch 8999], Speed: 5.681 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.279,RPNAcc=0.981,RPNL1Loss=0.332,RCNNAcc=0.919,RCNNL1Loss=1.051
[Epoch 1][Batch 9099], Speed: 5.864 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.279,RPNAcc=0.981,RPNL1Loss=0.332,RCNNAcc=0.919,RCNNL1Loss=1.050
[Epoch 1][Batch 9199], Speed: 5.531 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.279,RPNAcc=0.981,RPNL1Loss=0.332,RCNNAcc=0.919,RCNNL1Loss=1.050
[Epoch 1][Batch 9299], Speed: 6.269 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.279,RPNAcc=0.981,RPNL1Loss=0.332,RCNNAcc=0.919,RCNNL1Loss=1.049
[Epoch 1][Batch 9399], Speed: 5.708 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.279,RPNAcc=0.981,RPNL1Loss=0.331,RCNNAcc=0.919,RCNNL1Loss=1.048
[Epoch 1][Batch 9499], Speed: 6.144 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.279,RPNAcc=0.981,RPNL1Loss=0.331,RCNNAcc=0.919,RCNNL1Loss=1.047
[Epoch 1][Batch 9599], Speed: 6.091 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.279,RPNAcc=0.981,RPNL1Loss=0.331,RCNNAcc=0.919,RCNNL1Loss=1.046
[Epoch 1][Batch 9699], Speed: 6.145 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.279,RPNAcc=0.981,RPNL1Loss=0.331,RCNNAcc=0.919,RCNNL1Loss=1.046
[Epoch 1][Batch 9799], Speed: 5.710 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.279,RPNAcc=0.981,RPNL1Loss=0.331,RCNNAcc=0.919,RCNNL1Loss=1.045
[Epoch 1][Batch 9899], Speed: 5.893 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.279,RPNAcc=0.981,RPNL1Loss=0.330,RCNNAcc=0.919,RCNNL1Loss=1.044
[Epoch 1][Batch 9999], Speed: 5.704 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.279,RPNAcc=0.981,RPNL1Loss=0.330,RCNNAcc=0.920,RCNNL1Loss=1.043
[Epoch 1][Batch 10099], Speed: 6.765 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.279,RPNAcc=0.981,RPNL1Loss=0.330,RCNNAcc=0.920,RCNNL1Loss=1.043
[Epoch 1][Batch 10199], Speed: 6.162 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.279,RPNAcc=0.981,RPNL1Loss=0.330,RCNNAcc=0.920,RCNNL1Loss=1.042
[Epoch 1][Batch 10299], Speed: 5.875 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.278,RPNAcc=0.981,RPNL1Loss=0.329,RCNNAcc=0.920,RCNNL1Loss=1.041
[Epoch 1][Batch 10399], Speed: 5.666 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.279,RPNAcc=0.981,RPNL1Loss=0.329,RCNNAcc=0.920,RCNNL1Loss=1.040
[Epoch 1][Batch 10499], Speed: 5.778 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.278,RPNAcc=0.981,RPNL1Loss=0.329,RCNNAcc=0.920,RCNNL1Loss=1.039
[Epoch 1][Batch 10599], Speed: 6.316 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.278,RPNAcc=0.981,RPNL1Loss=0.329,RCNNAcc=0.920,RCNNL1Loss=1.039
[Epoch 1][Batch 10699], Speed: 5.534 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.278,RPNAcc=0.981,RPNL1Loss=0.329,RCNNAcc=0.920,RCNNL1Loss=1.038
[Epoch 1][Batch 10799], Speed: 5.903 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.278,RPNAcc=0.981,RPNL1Loss=0.328,RCNNAcc=0.920,RCNNL1Loss=1.037
[Epoch 1][Batch 10899], Speed: 6.078 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.278,RPNAcc=0.981,RPNL1Loss=0.328,RCNNAcc=0.920,RCNNL1Loss=1.036
[Epoch 1][Batch 10999], Speed: 5.313 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.278,RPNAcc=0.981,RPNL1Loss=0.328,RCNNAcc=0.920,RCNNL1Loss=1.035
[Epoch 1][Batch 11099], Speed: 6.141 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.278,RPNAcc=0.981,RPNL1Loss=0.328,RCNNAcc=0.920,RCNNL1Loss=1.035
[Epoch 1][Batch 11199], Speed: 5.789 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.278,RPNAcc=0.981,RPNL1Loss=0.328,RCNNAcc=0.920,RCNNL1Loss=1.034
[Epoch 1][Batch 11299], Speed: 5.588 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.278,RPNAcc=0.981,RPNL1Loss=0.327,RCNNAcc=0.920,RCNNL1Loss=1.033
[Epoch 1][Batch 11399], Speed: 5.906 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.278,RPNAcc=0.981,RPNL1Loss=0.327,RCNNAcc=0.920,RCNNL1Loss=1.032
[Epoch 1][Batch 11499], Speed: 6.043 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.278,RPNAcc=0.981,RPNL1Loss=0.327,RCNNAcc=0.920,RCNNL1Loss=1.032
[Epoch 1][Batch 11599], Speed: 5.985 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.278,RPNAcc=0.981,RPNL1Loss=0.327,RCNNAcc=0.920,RCNNL1Loss=1.031
[Epoch 1][Batch 11699], Speed: 5.480 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.278,RPNAcc=0.981,RPNL1Loss=0.327,RCNNAcc=0.920,RCNNL1Loss=1.030
[Epoch 1][Batch 11799], Speed: 6.300 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.278,RPNAcc=0.981,RPNL1Loss=0.326,RCNNAcc=0.920,RCNNL1Loss=1.029
[Epoch 1][Batch 11899], Speed: 5.474 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.277,RPNAcc=0.981,RPNL1Loss=0.326,RCNNAcc=0.920,RCNNL1Loss=1.028
[Epoch 1][Batch 11999], Speed: 6.248 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.277,RPNAcc=0.981,RPNL1Loss=0.326,RCNNAcc=0.920,RCNNL1Loss=1.028
[Epoch 1][Batch 12099], Speed: 6.034 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.277,RPNAcc=0.981,RPNL1Loss=0.326,RCNNAcc=0.920,RCNNL1Loss=1.027
[Epoch 1][Batch 12199], Speed: 6.611 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.277,RPNAcc=0.981,RPNL1Loss=0.326,RCNNAcc=0.920,RCNNL1Loss=1.026
[Epoch 1][Batch 12299], Speed: 6.124 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.277,RPNAcc=0.981,RPNL1Loss=0.326,RCNNAcc=0.920,RCNNL1Loss=1.026
[Epoch 1][Batch 12399], Speed: 5.934 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.277,RPNAcc=0.981,RPNL1Loss=0.325,RCNNAcc=0.920,RCNNL1Loss=1.025
[Epoch 1][Batch 12499], Speed: 6.096 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.277,RPNAcc=0.981,RPNL1Loss=0.325,RCNNAcc=0.920,RCNNL1Loss=1.024
[Epoch 1][Batch 12599], Speed: 6.240 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.277,RPNAcc=0.981,RPNL1Loss=0.325,RCNNAcc=0.920,RCNNL1Loss=1.023
[Epoch 1][Batch 12699], Speed: 6.134 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.277,RPNAcc=0.982,RPNL1Loss=0.325,RCNNAcc=0.920,RCNNL1Loss=1.023
[Epoch 1][Batch 12799], Speed: 6.255 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.277,RPNAcc=0.982,RPNL1Loss=0.325,RCNNAcc=0.920,RCNNL1Loss=1.022
[Epoch 1][Batch 12899], Speed: 5.906 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.277,RPNAcc=0.982,RPNL1Loss=0.324,RCNNAcc=0.920,RCNNL1Loss=1.021
[Epoch 1][Batch 12999], Speed: 5.609 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.277,RPNAcc=0.982,RPNL1Loss=0.324,RCNNAcc=0.920,RCNNL1Loss=1.020
[Epoch 1][Batch 13099], Speed: 6.065 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.277,RPNAcc=0.982,RPNL1Loss=0.324,RCNNAcc=0.921,RCNNL1Loss=1.019
[Epoch 1][Batch 13199], Speed: 5.601 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.277,RPNAcc=0.982,RPNL1Loss=0.324,RCNNAcc=0.921,RCNNL1Loss=1.019
[Epoch 1][Batch 13299], Speed: 5.988 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.276,RPNAcc=0.982,RPNL1Loss=0.324,RCNNAcc=0.921,RCNNL1Loss=1.018
[Epoch 1][Batch 13399], Speed: 6.140 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.276,RPNAcc=0.982,RPNL1Loss=0.323,RCNNAcc=0.921,RCNNL1Loss=1.017
[Epoch 1][Batch 13499], Speed: 5.864 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.276,RPNAcc=0.982,RPNL1Loss=0.323,RCNNAcc=0.921,RCNNL1Loss=1.017
[Epoch 1][Batch 13599], Speed: 6.003 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.276,RPNAcc=0.982,RPNL1Loss=0.323,RCNNAcc=0.921,RCNNL1Loss=1.016
[Epoch 1][Batch 13699], Speed: 5.589 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.276,RPNAcc=0.982,RPNL1Loss=0.323,RCNNAcc=0.921,RCNNL1Loss=1.015
[Epoch 1][Batch 13799], Speed: 6.001 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.276,RPNAcc=0.982,RPNL1Loss=0.323,RCNNAcc=0.921,RCNNL1Loss=1.015
[Epoch 1][Batch 13899], Speed: 6.003 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.276,RPNAcc=0.982,RPNL1Loss=0.323,RCNNAcc=0.921,RCNNL1Loss=1.014
[Epoch 1][Batch 13999], Speed: 5.800 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.276,RPNAcc=0.982,RPNL1Loss=0.322,RCNNAcc=0.921,RCNNL1Loss=1.013
[Epoch 1][Batch 14099], Speed: 5.701 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.276,RPNAcc=0.982,RPNL1Loss=0.322,RCNNAcc=0.921,RCNNL1Loss=1.013
[Epoch 1][Batch 14199], Speed: 5.624 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.276,RPNAcc=0.982,RPNL1Loss=0.322,RCNNAcc=0.921,RCNNL1Loss=1.012
[Epoch 1][Batch 14299], Speed: 6.163 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.276,RPNAcc=0.982,RPNL1Loss=0.322,RCNNAcc=0.921,RCNNL1Loss=1.012
[Epoch 1][Batch 14399], Speed: 5.763 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.276,RPNAcc=0.982,RPNL1Loss=0.322,RCNNAcc=0.921,RCNNL1Loss=1.011
[Epoch 1][Batch 14499], Speed: 5.986 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.276,RPNAcc=0.982,RPNL1Loss=0.322,RCNNAcc=0.921,RCNNL1Loss=1.010
[Epoch 1][Batch 14599], Speed: 6.067 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.276,RPNAcc=0.982,RPNL1Loss=0.321,RCNNAcc=0.921,RCNNL1Loss=1.010
[Epoch 1] Training cost: 19697.430, RPN_Conf=0.037,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.276
[Epoch 1] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.327
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.550
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.346
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.211
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.371
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.391
 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 ] = 0.460
 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 ] = 0.339
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.533
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.575
person=48.9
bicycle=23.6
car=35.4
motorcycle=34.0
airplane=55.6
bus=58.5
train=50.6
truck=26.3
boat=18.9
traffic light=24.8
fire hydrant=56.6
stop sign=57.6
parking meter=36.7
bench=16.6
bird=28.9
cat=54.7
dog=50.2
horse=45.2
sheep=41.5
cow=41.1
elephant=51.3
bear=53.0
zebra=57.4
giraffe=56.7
backpack=11.7
umbrella=29.8
handbag=10.6
tie=26.1
suitcase=30.7
frisbee=53.2
skis=12.0
snowboard=23.0
sports ball=40.5
kite=33.3
baseball bat=20.7
baseball glove=32.5
skateboard=39.8
surfboard=26.5
tennis racket=38.7
bottle=35.4
wine glass=30.0
cup=38.0
fork=23.0
knife=10.5
spoon=10.7
bowl=35.2
banana=15.3
apple=15.1
sandwich=23.6
orange=23.8
broccoli=21.8
carrot=17.2
hot dog=21.5
pizza=42.0
donut=40.3
cake=30.9
chair=21.3
couch=32.4
potted plant=20.9
bed=29.7
dining table=16.1
toilet=51.2
tv=47.4
laptop=48.5
mouse=54.4
remote=25.9
keyboard=43.3
cell phone=31.7
microwave=46.4
oven=22.6
toaster=9.2
sink=26.7
refrigerator=44.3
book=12.4
clock=47.4
vase=31.6
scissors=17.3
teddy bear=35.2
hair drier=0.0
toothbrush=13.9
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=32.7
[Epoch 1] mAP 32.7 higher than current best [27.7] saving to faster_rcnn_fpn_syncbn_resnest269_coco_best.params
[Epoch 1] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0001_32.7000.params
[Epoch 2][Batch 99], Speed: 6.181 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.262,RPNAcc=0.982,RPNL1Loss=0.321,RCNNAcc=0.921,RCNNL1Loss=1.009
[Epoch 2][Batch 199], Speed: 6.100 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.260,RPNAcc=0.982,RPNL1Loss=0.321,RCNNAcc=0.921,RCNNL1Loss=1.008
[Epoch 2][Batch 299], Speed: 6.458 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.264,RPNAcc=0.982,RPNL1Loss=0.321,RCNNAcc=0.921,RCNNL1Loss=1.007
[Epoch 2][Batch 399], Speed: 5.560 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.265,RPNAcc=0.982,RPNL1Loss=0.320,RCNNAcc=0.921,RCNNL1Loss=1.006
[Epoch 2][Batch 499], Speed: 6.366 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.265,RPNAcc=0.982,RPNL1Loss=0.320,RCNNAcc=0.921,RCNNL1Loss=1.006
[Epoch 2][Batch 599], Speed: 6.190 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.266,RPNAcc=0.982,RPNL1Loss=0.320,RCNNAcc=0.921,RCNNL1Loss=1.005
[Epoch 2][Batch 699], Speed: 6.234 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.264,RPNAcc=0.982,RPNL1Loss=0.320,RCNNAcc=0.921,RCNNL1Loss=1.004
[Epoch 2][Batch 799], Speed: 6.033 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.263,RPNAcc=0.982,RPNL1Loss=0.320,RCNNAcc=0.921,RCNNL1Loss=1.003
[Epoch 2][Batch 899], Speed: 5.643 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.264,RPNAcc=0.982,RPNL1Loss=0.319,RCNNAcc=0.921,RCNNL1Loss=1.003
[Epoch 2][Batch 999], Speed: 5.978 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.262,RPNAcc=0.982,RPNL1Loss=0.319,RCNNAcc=0.921,RCNNL1Loss=1.002
[Epoch 2][Batch 1099], Speed: 6.033 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.262,RPNAcc=0.982,RPNL1Loss=0.319,RCNNAcc=0.921,RCNNL1Loss=1.001
[Epoch 2][Batch 1199], Speed: 6.276 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.263,RPNAcc=0.982,RPNL1Loss=0.319,RCNNAcc=0.921,RCNNL1Loss=1.001
[Epoch 2][Batch 1299], Speed: 6.009 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.263,RPNAcc=0.982,RPNL1Loss=0.319,RCNNAcc=0.921,RCNNL1Loss=1.000
[Epoch 2][Batch 1399], Speed: 5.940 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.262,RPNAcc=0.982,RPNL1Loss=0.319,RCNNAcc=0.921,RCNNL1Loss=0.999
[Epoch 2][Batch 1499], Speed: 5.448 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.262,RPNAcc=0.982,RPNL1Loss=0.318,RCNNAcc=0.922,RCNNL1Loss=0.999
[Epoch 2][Batch 1599], Speed: 6.114 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.262,RPNAcc=0.982,RPNL1Loss=0.318,RCNNAcc=0.922,RCNNL1Loss=0.998
[Epoch 2][Batch 1699], Speed: 5.559 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.262,RPNAcc=0.982,RPNL1Loss=0.318,RCNNAcc=0.922,RCNNL1Loss=0.997
[Epoch 2][Batch 1799], Speed: 6.394 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.261,RPNAcc=0.982,RPNL1Loss=0.318,RCNNAcc=0.922,RCNNL1Loss=0.997
[Epoch 2][Batch 1899], Speed: 5.924 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.261,RPNAcc=0.982,RPNL1Loss=0.318,RCNNAcc=0.922,RCNNL1Loss=0.996
[Epoch 2][Batch 1999], Speed: 6.032 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.261,RPNAcc=0.982,RPNL1Loss=0.317,RCNNAcc=0.922,RCNNL1Loss=0.995
[Epoch 2][Batch 2099], Speed: 5.715 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.261,RPNAcc=0.982,RPNL1Loss=0.317,RCNNAcc=0.922,RCNNL1Loss=0.995
[Epoch 2][Batch 2199], Speed: 5.894 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.261,RPNAcc=0.982,RPNL1Loss=0.317,RCNNAcc=0.922,RCNNL1Loss=0.994
[Epoch 2][Batch 2299], Speed: 6.354 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.260,RPNAcc=0.982,RPNL1Loss=0.317,RCNNAcc=0.922,RCNNL1Loss=0.993
[Epoch 2][Batch 2399], Speed: 5.820 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.260,RPNAcc=0.982,RPNL1Loss=0.317,RCNNAcc=0.922,RCNNL1Loss=0.993
[Epoch 2][Batch 2499], Speed: 5.546 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.260,RPNAcc=0.982,RPNL1Loss=0.317,RCNNAcc=0.922,RCNNL1Loss=0.992
[Epoch 2][Batch 2599], Speed: 6.144 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.260,RPNAcc=0.982,RPNL1Loss=0.316,RCNNAcc=0.922,RCNNL1Loss=0.991
[Epoch 2][Batch 2699], Speed: 5.958 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.260,RPNAcc=0.982,RPNL1Loss=0.316,RCNNAcc=0.922,RCNNL1Loss=0.991
[Epoch 2][Batch 2799], Speed: 5.694 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.260,RPNAcc=0.982,RPNL1Loss=0.316,RCNNAcc=0.922,RCNNL1Loss=0.990
[Epoch 2][Batch 2899], Speed: 5.660 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.260,RPNAcc=0.982,RPNL1Loss=0.316,RCNNAcc=0.922,RCNNL1Loss=0.989
[Epoch 2][Batch 2999], Speed: 6.153 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.260,RPNAcc=0.982,RPNL1Loss=0.316,RCNNAcc=0.922,RCNNL1Loss=0.989
[Epoch 2][Batch 3099], Speed: 5.728 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.982,RPNL1Loss=0.316,RCNNAcc=0.922,RCNNL1Loss=0.988
[Epoch 2][Batch 3199], Speed: 6.158 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.982,RPNL1Loss=0.315,RCNNAcc=0.922,RCNNL1Loss=0.988
[Epoch 2][Batch 3299], Speed: 5.714 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.982,RPNL1Loss=0.315,RCNNAcc=0.922,RCNNL1Loss=0.987
[Epoch 2][Batch 3399], Speed: 6.046 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.982,RPNL1Loss=0.315,RCNNAcc=0.922,RCNNL1Loss=0.987
[Epoch 2][Batch 3499], Speed: 5.868 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.982,RPNL1Loss=0.315,RCNNAcc=0.922,RCNNL1Loss=0.986
[Epoch 2][Batch 3599], Speed: 6.301 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.982,RPNL1Loss=0.315,RCNNAcc=0.922,RCNNL1Loss=0.985
[Epoch 2][Batch 3699], Speed: 5.745 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.983,RPNL1Loss=0.315,RCNNAcc=0.922,RCNNL1Loss=0.985
[Epoch 2][Batch 3799], Speed: 5.923 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.983,RPNL1Loss=0.315,RCNNAcc=0.922,RCNNL1Loss=0.984
[Epoch 2][Batch 3899], Speed: 5.835 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.983,RPNL1Loss=0.314,RCNNAcc=0.922,RCNNL1Loss=0.984
[Epoch 2][Batch 3999], Speed: 5.776 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.983,RPNL1Loss=0.314,RCNNAcc=0.922,RCNNL1Loss=0.983
[Epoch 2][Batch 4099], Speed: 6.236 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.983,RPNL1Loss=0.314,RCNNAcc=0.922,RCNNL1Loss=0.982
[Epoch 2][Batch 4199], Speed: 5.754 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.983,RPNL1Loss=0.314,RCNNAcc=0.922,RCNNL1Loss=0.982
[Epoch 2][Batch 4299], Speed: 5.849 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.983,RPNL1Loss=0.314,RCNNAcc=0.922,RCNNL1Loss=0.981
[Epoch 2][Batch 4399], Speed: 6.017 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.983,RPNL1Loss=0.314,RCNNAcc=0.922,RCNNL1Loss=0.981
[Epoch 2][Batch 4499], Speed: 5.487 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.983,RPNL1Loss=0.314,RCNNAcc=0.922,RCNNL1Loss=0.980
[Epoch 2][Batch 4599], Speed: 5.547 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.983,RPNL1Loss=0.313,RCNNAcc=0.923,RCNNL1Loss=0.980
[Epoch 2][Batch 4699], Speed: 5.524 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.983,RPNL1Loss=0.313,RCNNAcc=0.923,RCNNL1Loss=0.979
[Epoch 2][Batch 4799], Speed: 5.890 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.983,RPNL1Loss=0.313,RCNNAcc=0.923,RCNNL1Loss=0.978
[Epoch 2][Batch 4899], Speed: 5.755 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.983,RPNL1Loss=0.313,RCNNAcc=0.923,RCNNL1Loss=0.978
[Epoch 2][Batch 4999], Speed: 6.122 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.983,RPNL1Loss=0.313,RCNNAcc=0.923,RCNNL1Loss=0.977
[Epoch 2][Batch 5099], Speed: 6.212 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.983,RPNL1Loss=0.313,RCNNAcc=0.923,RCNNL1Loss=0.977
[Epoch 2][Batch 5199], Speed: 5.800 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.983,RPNL1Loss=0.313,RCNNAcc=0.923,RCNNL1Loss=0.976
[Epoch 2][Batch 5299], Speed: 5.599 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.983,RPNL1Loss=0.312,RCNNAcc=0.923,RCNNL1Loss=0.976
[Epoch 2][Batch 5399], Speed: 5.410 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.983,RPNL1Loss=0.312,RCNNAcc=0.923,RCNNL1Loss=0.975
[Epoch 2][Batch 5499], Speed: 6.126 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.312,RCNNAcc=0.923,RCNNL1Loss=0.975
[Epoch 2][Batch 5599], Speed: 6.413 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.312,RCNNAcc=0.923,RCNNL1Loss=0.974
[Epoch 2][Batch 5699], Speed: 5.655 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.983,RPNL1Loss=0.312,RCNNAcc=0.923,RCNNL1Loss=0.973
[Epoch 2][Batch 5799], Speed: 6.184 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.983,RPNL1Loss=0.312,RCNNAcc=0.923,RCNNL1Loss=0.973
[Epoch 2][Batch 5899], Speed: 5.330 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.312,RCNNAcc=0.923,RCNNL1Loss=0.972
[Epoch 2][Batch 5999], Speed: 6.157 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.311,RCNNAcc=0.923,RCNNL1Loss=0.972
[Epoch 2][Batch 6099], Speed: 5.669 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.311,RCNNAcc=0.923,RCNNL1Loss=0.971
[Epoch 2][Batch 6199], Speed: 6.516 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.311,RCNNAcc=0.923,RCNNL1Loss=0.971
[Epoch 2][Batch 6299], Speed: 5.865 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.311,RCNNAcc=0.923,RCNNL1Loss=0.970
[Epoch 2][Batch 6399], Speed: 6.592 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.311,RCNNAcc=0.923,RCNNL1Loss=0.970
[Epoch 2][Batch 6499], Speed: 5.687 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.311,RCNNAcc=0.923,RCNNL1Loss=0.969
[Epoch 2][Batch 6599], Speed: 5.606 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.983,RPNL1Loss=0.311,RCNNAcc=0.923,RCNNL1Loss=0.969
[Epoch 2][Batch 6699], Speed: 5.806 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.260,RPNAcc=0.983,RPNL1Loss=0.310,RCNNAcc=0.923,RCNNL1Loss=0.968
[Epoch 2][Batch 6799], Speed: 5.631 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.310,RCNNAcc=0.923,RCNNL1Loss=0.968
[Epoch 2][Batch 6899], Speed: 6.523 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.310,RCNNAcc=0.923,RCNNL1Loss=0.967
[Epoch 2][Batch 6999], Speed: 6.044 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.310,RCNNAcc=0.923,RCNNL1Loss=0.967
[Epoch 2][Batch 7099], Speed: 5.975 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.310,RCNNAcc=0.923,RCNNL1Loss=0.966
[Epoch 2][Batch 7199], Speed: 5.941 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.310,RCNNAcc=0.923,RCNNL1Loss=0.966
[Epoch 2][Batch 7299], Speed: 6.018 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.310,RCNNAcc=0.923,RCNNL1Loss=0.965
[Epoch 2][Batch 7399], Speed: 5.405 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.310,RCNNAcc=0.923,RCNNL1Loss=0.965
[Epoch 2][Batch 7499], Speed: 5.671 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.309,RCNNAcc=0.923,RCNNL1Loss=0.964
[Epoch 2][Batch 7599], Speed: 5.615 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.309,RCNNAcc=0.923,RCNNL1Loss=0.964
[Epoch 2][Batch 7699], Speed: 6.448 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.309,RCNNAcc=0.923,RCNNL1Loss=0.963
[Epoch 2][Batch 7799], Speed: 5.745 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.309,RCNNAcc=0.923,RCNNL1Loss=0.963
[Epoch 2][Batch 7899], Speed: 5.651 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.309,RCNNAcc=0.923,RCNNL1Loss=0.962
[Epoch 2][Batch 7999], Speed: 6.032 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.309,RCNNAcc=0.923,RCNNL1Loss=0.962
[Epoch 2][Batch 8099], Speed: 6.074 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.309,RCNNAcc=0.923,RCNNL1Loss=0.961
[Epoch 2][Batch 8199], Speed: 6.178 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.308,RCNNAcc=0.923,RCNNL1Loss=0.961
[Epoch 2][Batch 8299], Speed: 6.200 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.308,RCNNAcc=0.923,RCNNL1Loss=0.960
[Epoch 2][Batch 8399], Speed: 5.880 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.308,RCNNAcc=0.924,RCNNL1Loss=0.960
[Epoch 2][Batch 8499], Speed: 5.842 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.308,RCNNAcc=0.924,RCNNL1Loss=0.959
[Epoch 2][Batch 8599], Speed: 5.599 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.308,RCNNAcc=0.924,RCNNL1Loss=0.959
[Epoch 2][Batch 8699], Speed: 6.325 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.259,RPNAcc=0.983,RPNL1Loss=0.308,RCNNAcc=0.924,RCNNL1Loss=0.959
[Epoch 2][Batch 8799], Speed: 5.975 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.308,RCNNAcc=0.924,RCNNL1Loss=0.958
[Epoch 2][Batch 8899], Speed: 6.271 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.308,RCNNAcc=0.924,RCNNL1Loss=0.958
[Epoch 2][Batch 8999], Speed: 6.471 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.307,RCNNAcc=0.924,RCNNL1Loss=0.957
[Epoch 2][Batch 9099], Speed: 5.827 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.307,RCNNAcc=0.924,RCNNL1Loss=0.957
[Epoch 2][Batch 9199], Speed: 5.802 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.307,RCNNAcc=0.924,RCNNL1Loss=0.956
[Epoch 2][Batch 9299], Speed: 6.098 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.307,RCNNAcc=0.924,RCNNL1Loss=0.956
[Epoch 2][Batch 9399], Speed: 5.897 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.307,RCNNAcc=0.924,RCNNL1Loss=0.955
[Epoch 2][Batch 9499], Speed: 6.119 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.307,RCNNAcc=0.924,RCNNL1Loss=0.955
[Epoch 2][Batch 9599], Speed: 6.200 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.307,RCNNAcc=0.924,RCNNL1Loss=0.954
[Epoch 2][Batch 9699], Speed: 6.356 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.307,RCNNAcc=0.924,RCNNL1Loss=0.954
[Epoch 2][Batch 9799], Speed: 5.534 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.306,RCNNAcc=0.924,RCNNL1Loss=0.953
[Epoch 2][Batch 9899], Speed: 6.277 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.306,RCNNAcc=0.924,RCNNL1Loss=0.953
[Epoch 2][Batch 9999], Speed: 5.922 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.306,RCNNAcc=0.924,RCNNL1Loss=0.953
[Epoch 2][Batch 10099], Speed: 5.780 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.306,RCNNAcc=0.924,RCNNL1Loss=0.952
[Epoch 2][Batch 10199], Speed: 5.847 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.306,RCNNAcc=0.924,RCNNL1Loss=0.952
[Epoch 2][Batch 10299], Speed: 6.370 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.306,RCNNAcc=0.924,RCNNL1Loss=0.951
[Epoch 2][Batch 10399], Speed: 5.559 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.306,RCNNAcc=0.924,RCNNL1Loss=0.951
[Epoch 2][Batch 10499], Speed: 6.540 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.306,RCNNAcc=0.924,RCNNL1Loss=0.950
[Epoch 2][Batch 10599], Speed: 5.916 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.306,RCNNAcc=0.924,RCNNL1Loss=0.950
[Epoch 2][Batch 10699], Speed: 6.223 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.305,RCNNAcc=0.924,RCNNL1Loss=0.949
[Epoch 2][Batch 10799], Speed: 5.400 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.305,RCNNAcc=0.924,RCNNL1Loss=0.949
[Epoch 2][Batch 10899], Speed: 5.831 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.305,RCNNAcc=0.924,RCNNL1Loss=0.949
[Epoch 2][Batch 10999], Speed: 5.627 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.305,RCNNAcc=0.924,RCNNL1Loss=0.948
[Epoch 2][Batch 11099], Speed: 6.121 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.305,RCNNAcc=0.924,RCNNL1Loss=0.948
[Epoch 2][Batch 11199], Speed: 5.936 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.305,RCNNAcc=0.924,RCNNL1Loss=0.947
[Epoch 2][Batch 11299], Speed: 5.932 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.305,RCNNAcc=0.924,RCNNL1Loss=0.947
[Epoch 2][Batch 11399], Speed: 5.875 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.305,RCNNAcc=0.924,RCNNL1Loss=0.947
[Epoch 2][Batch 11499], Speed: 5.747 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.304,RCNNAcc=0.924,RCNNL1Loss=0.946
[Epoch 2][Batch 11599], Speed: 6.140 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.304,RCNNAcc=0.924,RCNNL1Loss=0.946
[Epoch 2][Batch 11699], Speed: 5.857 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.304,RCNNAcc=0.924,RCNNL1Loss=0.945
[Epoch 2][Batch 11799], Speed: 6.525 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.983,RPNL1Loss=0.304,RCNNAcc=0.924,RCNNL1Loss=0.945
[Epoch 2][Batch 11899], Speed: 6.159 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.304,RCNNAcc=0.924,RCNNL1Loss=0.945
[Epoch 2][Batch 11999], Speed: 6.497 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.304,RCNNAcc=0.924,RCNNL1Loss=0.944
[Epoch 2][Batch 12099], Speed: 6.015 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.304,RCNNAcc=0.924,RCNNL1Loss=0.944
[Epoch 2][Batch 12199], Speed: 6.252 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.304,RCNNAcc=0.924,RCNNL1Loss=0.943
[Epoch 2][Batch 12299], Speed: 5.577 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.304,RCNNAcc=0.924,RCNNL1Loss=0.943
[Epoch 2][Batch 12399], Speed: 5.953 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.303,RCNNAcc=0.924,RCNNL1Loss=0.942
[Epoch 2][Batch 12499], Speed: 5.812 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.303,RCNNAcc=0.924,RCNNL1Loss=0.942
[Epoch 2][Batch 12599], Speed: 6.267 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.303,RCNNAcc=0.924,RCNNL1Loss=0.942
[Epoch 2][Batch 12699], Speed: 6.055 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.303,RCNNAcc=0.924,RCNNL1Loss=0.941
[Epoch 2][Batch 12799], Speed: 5.510 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.303,RCNNAcc=0.924,RCNNL1Loss=0.941
[Epoch 2][Batch 12899], Speed: 6.185 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.303,RCNNAcc=0.924,RCNNL1Loss=0.940
[Epoch 2][Batch 12999], Speed: 5.762 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.303,RCNNAcc=0.924,RCNNL1Loss=0.940
[Epoch 2][Batch 13099], Speed: 6.045 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.303,RCNNAcc=0.924,RCNNL1Loss=0.940
[Epoch 2][Batch 13199], Speed: 5.664 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.303,RCNNAcc=0.925,RCNNL1Loss=0.939
[Epoch 2][Batch 13299], Speed: 5.972 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.302,RCNNAcc=0.925,RCNNL1Loss=0.939
[Epoch 2][Batch 13399], Speed: 6.254 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.302,RCNNAcc=0.925,RCNNL1Loss=0.938
[Epoch 2][Batch 13499], Speed: 6.138 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.302,RCNNAcc=0.925,RCNNL1Loss=0.938
[Epoch 2][Batch 13599], Speed: 5.923 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.302,RCNNAcc=0.925,RCNNL1Loss=0.938
[Epoch 2][Batch 13699], Speed: 5.650 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.302,RCNNAcc=0.925,RCNNL1Loss=0.937
[Epoch 2][Batch 13799], Speed: 5.928 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.302,RCNNAcc=0.925,RCNNL1Loss=0.937
[Epoch 2][Batch 13899], Speed: 6.321 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.302,RCNNAcc=0.925,RCNNL1Loss=0.937
[Epoch 2][Batch 13999], Speed: 5.850 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.302,RCNNAcc=0.925,RCNNL1Loss=0.936
[Epoch 2][Batch 14099], Speed: 5.679 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.302,RCNNAcc=0.925,RCNNL1Loss=0.936
[Epoch 2][Batch 14199], Speed: 5.803 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.301,RCNNAcc=0.925,RCNNL1Loss=0.936
[Epoch 2][Batch 14299], Speed: 6.626 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.301,RCNNAcc=0.925,RCNNL1Loss=0.935
[Epoch 2][Batch 14399], Speed: 6.062 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.301,RCNNAcc=0.925,RCNNL1Loss=0.935
[Epoch 2][Batch 14499], Speed: 5.968 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.301,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 2][Batch 14599], Speed: 5.728 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258,RPNAcc=0.984,RPNL1Loss=0.301,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 2] Training cost: 19727.295, RPN_Conf=0.033,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.258
[Epoch 2] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.347
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.563
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.371
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.214
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.387
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.445
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.293
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.485
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.519
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.355
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.560
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.620
person=50.8
bicycle=23.5
car=39.1
motorcycle=38.4
airplane=51.0
bus=55.0
train=52.8
truck=30.7
boat=21.2
traffic light=25.1
fire hydrant=60.2
stop sign=55.2
parking meter=36.9
bench=19.4
bird=32.5
cat=54.5
dog=54.6
horse=46.5
sheep=48.0
cow=50.7
elephant=57.3
bear=62.0
zebra=61.0
giraffe=61.3
backpack=14.1
umbrella=33.6
handbag=11.1
tie=24.2
suitcase=31.9
frisbee=58.9
skis=19.2
snowboard=25.2
sports ball=43.0
kite=36.8
baseball bat=21.9
baseball glove=36.1
skateboard=43.9
surfboard=29.9
tennis racket=39.2
bottle=35.5
wine glass=28.9
cup=36.8
fork=31.4
knife=12.8
spoon=10.1
bowl=34.8
banana=22.9
apple=13.3
sandwich=25.3
orange=25.8
broccoli=20.7
carrot=17.8
hot dog=24.9
pizza=48.7
donut=39.1
cake=27.5
chair=22.4
couch=31.2
potted plant=22.4
bed=33.4
dining table=18.7
toilet=52.2
tv=51.1
laptop=53.6
mouse=56.2
remote=28.5
keyboard=43.5
cell phone=27.3
microwave=45.4
oven=30.1
toaster=10.6
sink=30.7
refrigerator=41.2
book=11.8
clock=46.9
vase=33.8
scissors=23.1
teddy bear=34.7
hair drier=0.0
toothbrush=13.3
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=34.7
[Epoch 2] mAP 34.7 higher than current best [32.7] saving to faster_rcnn_fpn_syncbn_resnest269_coco_best.params
[Epoch 2] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0002_34.7000.params
[Epoch 3][Batch 99], Speed: 6.320 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.251,RPNAcc=0.984,RPNL1Loss=0.301,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 3][Batch 199], Speed: 6.898 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.246,RPNAcc=0.984,RPNL1Loss=0.301,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 3][Batch 299], Speed: 5.901 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.186,RCNN_SmoothL1=0.245,RPNAcc=0.984,RPNL1Loss=0.301,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 3][Batch 399], Speed: 6.230 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.186,RCNN_SmoothL1=0.247,RPNAcc=0.984,RPNL1Loss=0.301,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 3][Batch 499], Speed: 5.906 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.300,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 3][Batch 599], Speed: 6.409 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.249,RPNAcc=0.984,RPNL1Loss=0.300,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 3][Batch 699], Speed: 6.409 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.186,RCNN_SmoothL1=0.249,RPNAcc=0.984,RPNL1Loss=0.300,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 3][Batch 799], Speed: 5.990 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.249,RPNAcc=0.984,RPNL1Loss=0.300,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 3][Batch 899], Speed: 6.004 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.249,RPNAcc=0.984,RPNL1Loss=0.300,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 3][Batch 999], Speed: 6.345 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.300,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 3][Batch 1099], Speed: 6.035 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.249,RPNAcc=0.984,RPNL1Loss=0.300,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 3][Batch 1199], Speed: 5.816 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.249,RPNAcc=0.984,RPNL1Loss=0.300,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 3][Batch 1299], Speed: 5.928 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.249,RPNAcc=0.984,RPNL1Loss=0.300,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 3][Batch 1399], Speed: 5.877 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.249,RPNAcc=0.984,RPNL1Loss=0.299,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 3][Batch 1499], Speed: 6.598 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.249,RPNAcc=0.984,RPNL1Loss=0.299,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 3][Batch 1599], Speed: 6.203 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.249,RPNAcc=0.984,RPNL1Loss=0.299,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 3][Batch 1699], Speed: 5.894 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.299,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 3][Batch 1799], Speed: 6.088 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.299,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 3][Batch 1899], Speed: 5.834 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.299,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 3][Batch 1999], Speed: 6.401 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.299,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 3][Batch 2099], Speed: 5.808 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.249,RPNAcc=0.984,RPNL1Loss=0.299,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 3][Batch 2199], Speed: 6.521 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.249,RPNAcc=0.984,RPNL1Loss=0.299,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 3][Batch 2299], Speed: 5.617 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.249,RPNAcc=0.984,RPNL1Loss=0.298,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 3][Batch 2399], Speed: 5.911 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.298,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 3][Batch 2499], Speed: 5.979 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.298,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 3][Batch 2599], Speed: 5.828 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.298,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 3][Batch 2699], Speed: 5.672 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.298,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 3][Batch 2799], Speed: 6.487 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.298,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 3][Batch 2899], Speed: 6.316 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.298,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 3][Batch 2999], Speed: 5.599 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.298,RCNNAcc=0.926,RCNNL1Loss=0.921
[Epoch 3][Batch 3099], Speed: 6.104 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.298,RCNNAcc=0.926,RCNNL1Loss=0.921
[Epoch 3][Batch 3199], Speed: 6.067 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.298,RCNNAcc=0.926,RCNNL1Loss=0.921
[Epoch 3][Batch 3299], Speed: 6.269 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.297,RCNNAcc=0.926,RCNNL1Loss=0.920
[Epoch 3][Batch 3399], Speed: 5.900 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.297,RCNNAcc=0.926,RCNNL1Loss=0.920
[Epoch 3][Batch 3499], Speed: 5.686 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.297,RCNNAcc=0.926,RCNNL1Loss=0.919
[Epoch 3][Batch 3599], Speed: 5.600 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.297,RCNNAcc=0.926,RCNNL1Loss=0.919
[Epoch 3][Batch 3699], Speed: 5.977 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.247,RPNAcc=0.984,RPNL1Loss=0.297,RCNNAcc=0.926,RCNNL1Loss=0.919
[Epoch 3][Batch 3799], Speed: 6.438 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.297,RCNNAcc=0.926,RCNNL1Loss=0.918
[Epoch 3][Batch 3899], Speed: 5.964 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.297,RCNNAcc=0.926,RCNNL1Loss=0.918
[Epoch 3][Batch 3999], Speed: 5.981 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.297,RCNNAcc=0.926,RCNNL1Loss=0.918
[Epoch 3][Batch 4099], Speed: 5.867 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.297,RCNNAcc=0.926,RCNNL1Loss=0.917
[Epoch 3][Batch 4199], Speed: 5.635 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.296,RCNNAcc=0.926,RCNNL1Loss=0.917
[Epoch 3][Batch 4299], Speed: 6.137 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.296,RCNNAcc=0.926,RCNNL1Loss=0.917
[Epoch 3][Batch 4399], Speed: 5.049 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.296,RCNNAcc=0.926,RCNNL1Loss=0.916
[Epoch 3][Batch 4499], Speed: 6.110 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.296,RCNNAcc=0.926,RCNNL1Loss=0.916
[Epoch 3][Batch 4599], Speed: 5.981 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.296,RCNNAcc=0.926,RCNNL1Loss=0.916
[Epoch 3][Batch 4699], Speed: 5.812 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.296,RCNNAcc=0.926,RCNNL1Loss=0.915
[Epoch 3][Batch 4799], Speed: 5.652 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.296,RCNNAcc=0.926,RCNNL1Loss=0.915
[Epoch 3][Batch 4899], Speed: 6.033 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.296,RCNNAcc=0.926,RCNNL1Loss=0.915
[Epoch 3][Batch 4999], Speed: 5.560 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.296,RCNNAcc=0.926,RCNNL1Loss=0.914
[Epoch 3][Batch 5099], Speed: 6.177 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.296,RCNNAcc=0.926,RCNNL1Loss=0.914
[Epoch 3][Batch 5199], Speed: 5.635 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.296,RCNNAcc=0.926,RCNNL1Loss=0.913
[Epoch 3][Batch 5299], Speed: 5.748 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.295,RCNNAcc=0.926,RCNNL1Loss=0.913
[Epoch 3][Batch 5399], Speed: 5.890 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.295,RCNNAcc=0.926,RCNNL1Loss=0.913
[Epoch 3][Batch 5499], Speed: 6.217 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.295,RCNNAcc=0.926,RCNNL1Loss=0.913
[Epoch 3][Batch 5599], Speed: 5.665 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.295,RCNNAcc=0.926,RCNNL1Loss=0.912
[Epoch 3][Batch 5699], Speed: 5.581 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.295,RCNNAcc=0.926,RCNNL1Loss=0.912
[Epoch 3][Batch 5799], Speed: 5.873 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.295,RCNNAcc=0.926,RCNNL1Loss=0.912
[Epoch 3][Batch 5899], Speed: 5.900 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.295,RCNNAcc=0.926,RCNNL1Loss=0.911
[Epoch 3][Batch 5999], Speed: 6.194 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.295,RCNNAcc=0.926,RCNNL1Loss=0.911
[Epoch 3][Batch 6099], Speed: 5.589 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.295,RCNNAcc=0.926,RCNNL1Loss=0.911
[Epoch 3][Batch 6199], Speed: 5.650 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.295,RCNNAcc=0.926,RCNNL1Loss=0.910
[Epoch 3][Batch 6299], Speed: 6.598 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.295,RCNNAcc=0.926,RCNNL1Loss=0.910
[Epoch 3][Batch 6399], Speed: 5.682 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.295,RCNNAcc=0.926,RCNNL1Loss=0.910
[Epoch 3][Batch 6499], Speed: 6.161 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.294,RCNNAcc=0.926,RCNNL1Loss=0.909
[Epoch 3][Batch 6599], Speed: 6.004 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.294,RCNNAcc=0.926,RCNNL1Loss=0.909
[Epoch 3][Batch 6699], Speed: 5.684 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.294,RCNNAcc=0.926,RCNNL1Loss=0.909
[Epoch 3][Batch 6799], Speed: 5.870 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.294,RCNNAcc=0.926,RCNNL1Loss=0.908
[Epoch 3][Batch 6899], Speed: 6.579 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.294,RCNNAcc=0.926,RCNNL1Loss=0.908
[Epoch 3][Batch 6999], Speed: 5.577 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.294,RCNNAcc=0.926,RCNNL1Loss=0.908
[Epoch 3][Batch 7099], Speed: 6.021 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.294,RCNNAcc=0.926,RCNNL1Loss=0.907
[Epoch 3][Batch 7199], Speed: 5.688 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.294,RCNNAcc=0.926,RCNNL1Loss=0.907
[Epoch 3][Batch 7299], Speed: 6.037 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.294,RCNNAcc=0.926,RCNNL1Loss=0.907
[Epoch 3][Batch 7399], Speed: 5.825 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.294,RCNNAcc=0.926,RCNNL1Loss=0.906
[Epoch 3][Batch 7499], Speed: 5.922 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.294,RCNNAcc=0.926,RCNNL1Loss=0.906
[Epoch 3][Batch 7599], Speed: 5.586 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.293,RCNNAcc=0.926,RCNNL1Loss=0.906
[Epoch 3][Batch 7699], Speed: 5.683 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.293,RCNNAcc=0.926,RCNNL1Loss=0.906
[Epoch 3][Batch 7799], Speed: 5.481 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.293,RCNNAcc=0.926,RCNNL1Loss=0.905
[Epoch 3][Batch 7899], Speed: 5.874 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.293,RCNNAcc=0.926,RCNNL1Loss=0.905
[Epoch 3][Batch 7999], Speed: 5.608 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.984,RPNL1Loss=0.293,RCNNAcc=0.926,RCNNL1Loss=0.905
[Epoch 3][Batch 8099], Speed: 5.904 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.293,RCNNAcc=0.926,RCNNL1Loss=0.904
[Epoch 3][Batch 8199], Speed: 5.790 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.293,RCNNAcc=0.926,RCNNL1Loss=0.904
[Epoch 3][Batch 8299], Speed: 6.083 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.293,RCNNAcc=0.926,RCNNL1Loss=0.904
[Epoch 3][Batch 8399], Speed: 6.212 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.293,RCNNAcc=0.926,RCNNL1Loss=0.903
[Epoch 3][Batch 8499], Speed: 5.380 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.293,RCNNAcc=0.926,RCNNL1Loss=0.903
[Epoch 3][Batch 8599], Speed: 5.904 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.293,RCNNAcc=0.927,RCNNL1Loss=0.903
[Epoch 3][Batch 8699], Speed: 6.347 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.293,RCNNAcc=0.927,RCNNL1Loss=0.902
[Epoch 3][Batch 8799], Speed: 6.298 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.292,RCNNAcc=0.927,RCNNL1Loss=0.902
[Epoch 3][Batch 8899], Speed: 6.044 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.292,RCNNAcc=0.927,RCNNL1Loss=0.902
[Epoch 3][Batch 8999], Speed: 6.105 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.292,RCNNAcc=0.927,RCNNL1Loss=0.902
[Epoch 3][Batch 9099], Speed: 5.623 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.292,RCNNAcc=0.927,RCNNL1Loss=0.901
[Epoch 3][Batch 9199], Speed: 6.118 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.292,RCNNAcc=0.927,RCNNL1Loss=0.901
[Epoch 3][Batch 9299], Speed: 6.062 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.292,RCNNAcc=0.927,RCNNL1Loss=0.901
[Epoch 3][Batch 9399], Speed: 5.739 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.292,RCNNAcc=0.927,RCNNL1Loss=0.900
[Epoch 3][Batch 9499], Speed: 5.327 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.292,RCNNAcc=0.927,RCNNL1Loss=0.900
[Epoch 3][Batch 9599], Speed: 5.778 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.292,RCNNAcc=0.927,RCNNL1Loss=0.900
[Epoch 3][Batch 9699], Speed: 5.639 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.292,RCNNAcc=0.927,RCNNL1Loss=0.900
[Epoch 3][Batch 9799], Speed: 6.019 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.292,RCNNAcc=0.927,RCNNL1Loss=0.899
[Epoch 3][Batch 9899], Speed: 5.953 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.292,RCNNAcc=0.927,RCNNL1Loss=0.899
[Epoch 3][Batch 9999], Speed: 6.341 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.292,RCNNAcc=0.927,RCNNL1Loss=0.899
[Epoch 3][Batch 10099], Speed: 5.960 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.291,RCNNAcc=0.927,RCNNL1Loss=0.898
[Epoch 3][Batch 10199], Speed: 5.831 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.291,RCNNAcc=0.927,RCNNL1Loss=0.898
[Epoch 3][Batch 10299], Speed: 5.893 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.291,RCNNAcc=0.927,RCNNL1Loss=0.898
[Epoch 3][Batch 10399], Speed: 5.983 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.291,RCNNAcc=0.927,RCNNL1Loss=0.898
[Epoch 3][Batch 10499], Speed: 5.137 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.291,RCNNAcc=0.927,RCNNL1Loss=0.897
[Epoch 3][Batch 10599], Speed: 5.972 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.291,RCNNAcc=0.927,RCNNL1Loss=0.897
[Epoch 3][Batch 10699], Speed: 6.618 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.291,RCNNAcc=0.927,RCNNL1Loss=0.897
[Epoch 3][Batch 10799], Speed: 6.451 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.291,RCNNAcc=0.927,RCNNL1Loss=0.896
[Epoch 3][Batch 10899], Speed: 6.126 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.248,RPNAcc=0.985,RPNL1Loss=0.291,RCNNAcc=0.927,RCNNL1Loss=0.896
[Epoch 3][Batch 10999], Speed: 6.042 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.291,RCNNAcc=0.927,RCNNL1Loss=0.896
[Epoch 3][Batch 11099], Speed: 5.982 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.291,RCNNAcc=0.927,RCNNL1Loss=0.896
[Epoch 3][Batch 11199], Speed: 6.498 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.291,RCNNAcc=0.927,RCNNL1Loss=0.895
[Epoch 3][Batch 11299], Speed: 5.687 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.291,RCNNAcc=0.927,RCNNL1Loss=0.895
[Epoch 3][Batch 11399], Speed: 6.258 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.290,RCNNAcc=0.927,RCNNL1Loss=0.895
[Epoch 3][Batch 11499], Speed: 6.117 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.290,RCNNAcc=0.927,RCNNL1Loss=0.894
[Epoch 3][Batch 11599], Speed: 6.039 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.290,RCNNAcc=0.927,RCNNL1Loss=0.894
[Epoch 3][Batch 11699], Speed: 5.993 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.290,RCNNAcc=0.927,RCNNL1Loss=0.894
[Epoch 3][Batch 11799], Speed: 5.612 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.290,RCNNAcc=0.927,RCNNL1Loss=0.894
[Epoch 3][Batch 11899], Speed: 5.509 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.290,RCNNAcc=0.927,RCNNL1Loss=0.893
[Epoch 3][Batch 11999], Speed: 6.056 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.290,RCNNAcc=0.927,RCNNL1Loss=0.893
[Epoch 3][Batch 12099], Speed: 5.631 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.290,RCNNAcc=0.927,RCNNL1Loss=0.893
[Epoch 3][Batch 12199], Speed: 5.579 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.290,RCNNAcc=0.927,RCNNL1Loss=0.892
[Epoch 3][Batch 12299], Speed: 5.678 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.290,RCNNAcc=0.927,RCNNL1Loss=0.892
[Epoch 3][Batch 12399], Speed: 6.031 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.290,RCNNAcc=0.927,RCNNL1Loss=0.892
[Epoch 3][Batch 12499], Speed: 5.441 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.290,RCNNAcc=0.927,RCNNL1Loss=0.892
[Epoch 3][Batch 12599], Speed: 5.680 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.289,RCNNAcc=0.927,RCNNL1Loss=0.891
[Epoch 3][Batch 12699], Speed: 5.879 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.289,RCNNAcc=0.927,RCNNL1Loss=0.891
[Epoch 3][Batch 12799], Speed: 6.248 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.289,RCNNAcc=0.927,RCNNL1Loss=0.891
[Epoch 3][Batch 12899], Speed: 5.944 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.289,RCNNAcc=0.927,RCNNL1Loss=0.891
[Epoch 3][Batch 12999], Speed: 6.143 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.289,RCNNAcc=0.927,RCNNL1Loss=0.890
[Epoch 3][Batch 13099], Speed: 5.555 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.289,RCNNAcc=0.927,RCNNL1Loss=0.890
[Epoch 3][Batch 13199], Speed: 6.061 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.289,RCNNAcc=0.927,RCNNL1Loss=0.890
[Epoch 3][Batch 13299], Speed: 5.888 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.289,RCNNAcc=0.927,RCNNL1Loss=0.890
[Epoch 3][Batch 13399], Speed: 6.185 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.289,RCNNAcc=0.927,RCNNL1Loss=0.889
[Epoch 3][Batch 13499], Speed: 6.267 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.289,RCNNAcc=0.927,RCNNL1Loss=0.889
[Epoch 3][Batch 13599], Speed: 5.727 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.289,RCNNAcc=0.927,RCNNL1Loss=0.889
[Epoch 3][Batch 13699], Speed: 6.183 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.289,RCNNAcc=0.927,RCNNL1Loss=0.889
[Epoch 3][Batch 13799], Speed: 6.196 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.289,RCNNAcc=0.927,RCNNL1Loss=0.888
[Epoch 3][Batch 13899], Speed: 6.172 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.289,RCNNAcc=0.927,RCNNL1Loss=0.888
[Epoch 3][Batch 13999], Speed: 5.488 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.288,RCNNAcc=0.927,RCNNL1Loss=0.888
[Epoch 3][Batch 14099], Speed: 6.124 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.288,RCNNAcc=0.927,RCNNL1Loss=0.888
[Epoch 3][Batch 14199], Speed: 6.109 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.288,RCNNAcc=0.927,RCNNL1Loss=0.887
[Epoch 3][Batch 14299], Speed: 5.637 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.288,RCNNAcc=0.927,RCNNL1Loss=0.887
[Epoch 3][Batch 14399], Speed: 6.172 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.288,RCNNAcc=0.927,RCNNL1Loss=0.887
[Epoch 3][Batch 14499], Speed: 5.637 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.288,RCNNAcc=0.927,RCNNL1Loss=0.887
[Epoch 3][Batch 14599], Speed: 5.721 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247,RPNAcc=0.985,RPNL1Loss=0.288,RCNNAcc=0.927,RCNNL1Loss=0.886
[Epoch 3] Training cost: 19769.544, RPN_Conf=0.031,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.247
[Epoch 3] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.350
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.564
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.380
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.228
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.393
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.447
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.301
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.492
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.523
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.358
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.569
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.635
person=51.4
bicycle=28.1
car=38.3
motorcycle=36.0
airplane=56.1
bus=56.5
train=50.7
truck=26.3
boat=23.6
traffic light=25.1
fire hydrant=57.9
stop sign=61.6
parking meter=38.4
bench=19.1
bird=32.1
cat=62.4
dog=53.5
horse=48.6
sheep=48.6
cow=48.1
elephant=54.3
bear=62.3
zebra=59.0
giraffe=54.5
backpack=13.6
umbrella=31.2
handbag=11.9
tie=26.7
suitcase=36.5
frisbee=60.0
skis=18.7
snowboard=29.2
sports ball=39.4
kite=38.1
baseball bat=27.1
baseball glove=33.9
skateboard=49.7
surfboard=32.5
tennis racket=42.1
bottle=36.4
wine glass=32.8
cup=39.9
fork=33.4
knife=16.1
spoon=12.4
bowl=33.0
banana=20.4
apple=15.8
sandwich=16.5
orange=22.2
broccoli=19.7
carrot=20.3
hot dog=19.7
pizza=41.3
donut=27.3
cake=24.8
chair=23.8
couch=31.7
potted plant=20.2
bed=33.7
dining table=21.2
toilet=53.1
tv=49.6
laptop=53.1
mouse=53.0
remote=28.2
keyboard=41.4
cell phone=33.0
microwave=50.4
oven=28.2
toaster=19.6
sink=31.3
refrigerator=41.7
book=15.3
clock=49.1
vase=34.8
scissors=22.4
teddy bear=33.5
hair drier=0.0
toothbrush=18.2
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=35.0
[Epoch 3] mAP 35.0 higher than current best [34.7] saving to faster_rcnn_fpn_syncbn_resnest269_coco_best.params
[Epoch 3] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0003_35.0000.params
[Epoch 4][Batch 99], Speed: 6.212 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.242,RPNAcc=0.985,RPNL1Loss=0.288,RCNNAcc=0.927,RCNNL1Loss=0.886
[Epoch 4][Batch 199], Speed: 6.391 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.242,RPNAcc=0.985,RPNL1Loss=0.288,RCNNAcc=0.927,RCNNL1Loss=0.885
[Epoch 4][Batch 299], Speed: 6.539 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.237,RPNAcc=0.985,RPNL1Loss=0.288,RCNNAcc=0.927,RCNNL1Loss=0.885
[Epoch 4][Batch 399], Speed: 5.680 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.238,RPNAcc=0.985,RPNL1Loss=0.288,RCNNAcc=0.927,RCNNL1Loss=0.885
[Epoch 4][Batch 499], Speed: 6.223 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.237,RPNAcc=0.985,RPNL1Loss=0.288,RCNNAcc=0.927,RCNNL1Loss=0.885
[Epoch 4][Batch 599], Speed: 5.938 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.237,RPNAcc=0.985,RPNL1Loss=0.287,RCNNAcc=0.928,RCNNL1Loss=0.884
[Epoch 4][Batch 699], Speed: 5.692 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.237,RPNAcc=0.985,RPNL1Loss=0.287,RCNNAcc=0.928,RCNNL1Loss=0.884
[Epoch 4][Batch 799], Speed: 5.730 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.237,RPNAcc=0.985,RPNL1Loss=0.287,RCNNAcc=0.928,RCNNL1Loss=0.884
[Epoch 4][Batch 899], Speed: 5.807 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.237,RPNAcc=0.985,RPNL1Loss=0.287,RCNNAcc=0.928,RCNNL1Loss=0.883
[Epoch 4][Batch 999], Speed: 5.893 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.237,RPNAcc=0.985,RPNL1Loss=0.287,RCNNAcc=0.928,RCNNL1Loss=0.883
[Epoch 4][Batch 1099], Speed: 5.824 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.236,RPNAcc=0.985,RPNL1Loss=0.287,RCNNAcc=0.928,RCNNL1Loss=0.883
[Epoch 4][Batch 1199], Speed: 5.916 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.237,RPNAcc=0.985,RPNL1Loss=0.287,RCNNAcc=0.928,RCNNL1Loss=0.883
[Epoch 4][Batch 1299], Speed: 5.786 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.237,RPNAcc=0.985,RPNL1Loss=0.287,RCNNAcc=0.928,RCNNL1Loss=0.882
[Epoch 4][Batch 1399], Speed: 5.870 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.238,RPNAcc=0.985,RPNL1Loss=0.287,RCNNAcc=0.928,RCNNL1Loss=0.882
[Epoch 4][Batch 1499], Speed: 6.217 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.238,RPNAcc=0.985,RPNL1Loss=0.287,RCNNAcc=0.928,RCNNL1Loss=0.882
[Epoch 4][Batch 1599], Speed: 6.983 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.237,RPNAcc=0.985,RPNL1Loss=0.287,RCNNAcc=0.928,RCNNL1Loss=0.881
[Epoch 4][Batch 1699], Speed: 6.007 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.238,RPNAcc=0.985,RPNL1Loss=0.287,RCNNAcc=0.928,RCNNL1Loss=0.881
[Epoch 4][Batch 1799], Speed: 5.984 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.238,RPNAcc=0.985,RPNL1Loss=0.287,RCNNAcc=0.928,RCNNL1Loss=0.881
[Epoch 4][Batch 1899], Speed: 5.782 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.238,RPNAcc=0.985,RPNL1Loss=0.286,RCNNAcc=0.928,RCNNL1Loss=0.881
[Epoch 4][Batch 1999], Speed: 6.056 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.238,RPNAcc=0.985,RPNL1Loss=0.286,RCNNAcc=0.928,RCNNL1Loss=0.880
[Epoch 4][Batch 2099], Speed: 5.611 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.238,RPNAcc=0.985,RPNL1Loss=0.286,RCNNAcc=0.928,RCNNL1Loss=0.880
[Epoch 4][Batch 2199], Speed: 6.342 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.238,RPNAcc=0.985,RPNL1Loss=0.286,RCNNAcc=0.928,RCNNL1Loss=0.880
[Epoch 4][Batch 2299], Speed: 5.490 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.238,RPNAcc=0.985,RPNL1Loss=0.286,RCNNAcc=0.928,RCNNL1Loss=0.879
[Epoch 4][Batch 2399], Speed: 6.191 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.238,RPNAcc=0.985,RPNL1Loss=0.286,RCNNAcc=0.928,RCNNL1Loss=0.879
[Epoch 4][Batch 2499], Speed: 5.903 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.238,RPNAcc=0.985,RPNL1Loss=0.286,RCNNAcc=0.928,RCNNL1Loss=0.879
[Epoch 4][Batch 2599], Speed: 6.090 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.238,RPNAcc=0.985,RPNL1Loss=0.286,RCNNAcc=0.928,RCNNL1Loss=0.879
[Epoch 4][Batch 2699], Speed: 5.998 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.238,RPNAcc=0.985,RPNL1Loss=0.286,RCNNAcc=0.928,RCNNL1Loss=0.878
[Epoch 4][Batch 2799], Speed: 5.875 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.239,RPNAcc=0.985,RPNL1Loss=0.286,RCNNAcc=0.928,RCNNL1Loss=0.878
[Epoch 4][Batch 2899], Speed: 6.141 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.180,RCNN_SmoothL1=0.239,RPNAcc=0.985,RPNL1Loss=0.286,RCNNAcc=0.928,RCNNL1Loss=0.878
[Epoch 4][Batch 2999], Speed: 5.758 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.180,RCNN_SmoothL1=0.239,RPNAcc=0.985,RPNL1Loss=0.286,RCNNAcc=0.928,RCNNL1Loss=0.878
[Epoch 4][Batch 3099], Speed: 5.542 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.180,RCNN_SmoothL1=0.239,RPNAcc=0.985,RPNL1Loss=0.286,RCNNAcc=0.928,RCNNL1Loss=0.877
[Epoch 4][Batch 3199], Speed: 5.769 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.180,RCNN_SmoothL1=0.239,RPNAcc=0.985,RPNL1Loss=0.286,RCNNAcc=0.928,RCNNL1Loss=0.877
[Epoch 4][Batch 3299], Speed: 5.910 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.180,RCNN_SmoothL1=0.239,RPNAcc=0.985,RPNL1Loss=0.285,RCNNAcc=0.928,RCNNL1Loss=0.877
[Epoch 4][Batch 3399], Speed: 6.039 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.180,RCNN_SmoothL1=0.239,RPNAcc=0.985,RPNL1Loss=0.285,RCNNAcc=0.928,RCNNL1Loss=0.876
[Epoch 4][Batch 3499], Speed: 5.476 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.180,RCNN_SmoothL1=0.239,RPNAcc=0.985,RPNL1Loss=0.285,RCNNAcc=0.928,RCNNL1Loss=0.876
[Epoch 4][Batch 3599], Speed: 5.600 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.239,RPNAcc=0.985,RPNL1Loss=0.285,RCNNAcc=0.928,RCNNL1Loss=0.876
[Epoch 4][Batch 3699], Speed: 5.673 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.239,RPNAcc=0.985,RPNL1Loss=0.285,RCNNAcc=0.928,RCNNL1Loss=0.876
[Epoch 4][Batch 3799], Speed: 5.765 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.239,RPNAcc=0.985,RPNL1Loss=0.285,RCNNAcc=0.928,RCNNL1Loss=0.875
[Epoch 4][Batch 3899], Speed: 5.756 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.239,RPNAcc=0.985,RPNL1Loss=0.285,RCNNAcc=0.928,RCNNL1Loss=0.875
[Epoch 4][Batch 3999], Speed: 5.668 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.285,RCNNAcc=0.928,RCNNL1Loss=0.875
[Epoch 4][Batch 4099], Speed: 5.830 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.285,RCNNAcc=0.928,RCNNL1Loss=0.875
[Epoch 4][Batch 4199], Speed: 6.029 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.285,RCNNAcc=0.928,RCNNL1Loss=0.874
[Epoch 4][Batch 4299], Speed: 5.415 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.285,RCNNAcc=0.928,RCNNL1Loss=0.874
[Epoch 4][Batch 4399], Speed: 6.250 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.285,RCNNAcc=0.928,RCNNL1Loss=0.874
[Epoch 4][Batch 4499], Speed: 5.722 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.285,RCNNAcc=0.928,RCNNL1Loss=0.874
[Epoch 4][Batch 4599], Speed: 5.671 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.285,RCNNAcc=0.928,RCNNL1Loss=0.874
[Epoch 4][Batch 4699], Speed: 5.870 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.284,RCNNAcc=0.928,RCNNL1Loss=0.873
[Epoch 4][Batch 4799], Speed: 6.134 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.284,RCNNAcc=0.928,RCNNL1Loss=0.873
[Epoch 4][Batch 4899], Speed: 5.704 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.284,RCNNAcc=0.928,RCNNL1Loss=0.873
[Epoch 4][Batch 4999], Speed: 5.265 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.284,RCNNAcc=0.928,RCNNL1Loss=0.872
[Epoch 4][Batch 5099], Speed: 5.611 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.284,RCNNAcc=0.928,RCNNL1Loss=0.872
[Epoch 4][Batch 5199], Speed: 6.101 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.284,RCNNAcc=0.928,RCNNL1Loss=0.872
[Epoch 4][Batch 5299], Speed: 6.614 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.284,RCNNAcc=0.928,RCNNL1Loss=0.872
[Epoch 4][Batch 5399], Speed: 6.226 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.284,RCNNAcc=0.928,RCNNL1Loss=0.872
[Epoch 4][Batch 5499], Speed: 5.710 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.284,RCNNAcc=0.928,RCNNL1Loss=0.871
[Epoch 4][Batch 5599], Speed: 5.661 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.284,RCNNAcc=0.928,RCNNL1Loss=0.871
[Epoch 4][Batch 5699], Speed: 5.501 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.284,RCNNAcc=0.928,RCNNL1Loss=0.871
[Epoch 4][Batch 5799], Speed: 6.000 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.284,RCNNAcc=0.928,RCNNL1Loss=0.871
[Epoch 4][Batch 5899], Speed: 6.148 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.284,RCNNAcc=0.928,RCNNL1Loss=0.870
[Epoch 4][Batch 5999], Speed: 5.785 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.284,RCNNAcc=0.928,RCNNL1Loss=0.870
[Epoch 4][Batch 6099], Speed: 6.202 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.284,RCNNAcc=0.928,RCNNL1Loss=0.870
[Epoch 4][Batch 6199], Speed: 5.793 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.283,RCNNAcc=0.928,RCNNL1Loss=0.870
[Epoch 4][Batch 6299], Speed: 5.814 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.283,RCNNAcc=0.928,RCNNL1Loss=0.869
[Epoch 4][Batch 6399], Speed: 6.284 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.283,RCNNAcc=0.928,RCNNL1Loss=0.869
[Epoch 4][Batch 6499], Speed: 5.716 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.283,RCNNAcc=0.928,RCNNL1Loss=0.869
[Epoch 4][Batch 6599], Speed: 5.696 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.283,RCNNAcc=0.928,RCNNL1Loss=0.869
[Epoch 4][Batch 6699], Speed: 5.986 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.283,RCNNAcc=0.928,RCNNL1Loss=0.868
[Epoch 4][Batch 6799], Speed: 6.016 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.283,RCNNAcc=0.928,RCNNL1Loss=0.868
[Epoch 4][Batch 6899], Speed: 6.634 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.283,RCNNAcc=0.928,RCNNL1Loss=0.868
[Epoch 4][Batch 6999], Speed: 6.043 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.283,RCNNAcc=0.928,RCNNL1Loss=0.868
[Epoch 4][Batch 7099], Speed: 5.630 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.283,RCNNAcc=0.928,RCNNL1Loss=0.868
[Epoch 4][Batch 7199], Speed: 5.959 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.283,RCNNAcc=0.928,RCNNL1Loss=0.867
[Epoch 4][Batch 7299], Speed: 5.975 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.283,RCNNAcc=0.929,RCNNL1Loss=0.867
[Epoch 4][Batch 7399], Speed: 5.680 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.283,RCNNAcc=0.929,RCNNL1Loss=0.867
[Epoch 4][Batch 7499], Speed: 6.103 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.283,RCNNAcc=0.929,RCNNL1Loss=0.867
[Epoch 4][Batch 7599], Speed: 6.286 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.283,RCNNAcc=0.929,RCNNL1Loss=0.866
[Epoch 4][Batch 7699], Speed: 6.001 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.283,RCNNAcc=0.929,RCNNL1Loss=0.866
[Epoch 4][Batch 7799], Speed: 6.017 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.282,RCNNAcc=0.929,RCNNL1Loss=0.866
[Epoch 4][Batch 7899], Speed: 5.681 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.282,RCNNAcc=0.929,RCNNL1Loss=0.866
[Epoch 4][Batch 7999], Speed: 5.557 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.282,RCNNAcc=0.929,RCNNL1Loss=0.866
[Epoch 4][Batch 8099], Speed: 5.699 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.282,RCNNAcc=0.929,RCNNL1Loss=0.865
[Epoch 4][Batch 8199], Speed: 5.615 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.282,RCNNAcc=0.929,RCNNL1Loss=0.865
[Epoch 4][Batch 8299], Speed: 5.834 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.282,RCNNAcc=0.929,RCNNL1Loss=0.865
[Epoch 4][Batch 8399], Speed: 5.963 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.282,RCNNAcc=0.929,RCNNL1Loss=0.865
[Epoch 4][Batch 8499], Speed: 5.427 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.282,RCNNAcc=0.929,RCNNL1Loss=0.864
[Epoch 4][Batch 8599], Speed: 5.842 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.282,RCNNAcc=0.929,RCNNL1Loss=0.864
[Epoch 4][Batch 8699], Speed: 6.040 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.282,RCNNAcc=0.929,RCNNL1Loss=0.864
[Epoch 4][Batch 8799], Speed: 6.274 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.282,RCNNAcc=0.929,RCNNL1Loss=0.864
[Epoch 4][Batch 8899], Speed: 6.316 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.282,RCNNAcc=0.929,RCNNL1Loss=0.864
[Epoch 4][Batch 8999], Speed: 5.838 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.282,RCNNAcc=0.929,RCNNL1Loss=0.863
[Epoch 4][Batch 9099], Speed: 6.373 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.282,RCNNAcc=0.929,RCNNL1Loss=0.863
[Epoch 4][Batch 9199], Speed: 5.790 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.282,RCNNAcc=0.929,RCNNL1Loss=0.863
[Epoch 4][Batch 9299], Speed: 5.676 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.282,RCNNAcc=0.929,RCNNL1Loss=0.863
[Epoch 4][Batch 9399], Speed: 5.810 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.281,RCNNAcc=0.929,RCNNL1Loss=0.863
[Epoch 4][Batch 9499], Speed: 5.770 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.281,RCNNAcc=0.929,RCNNL1Loss=0.862
[Epoch 4][Batch 9599], Speed: 5.954 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.281,RCNNAcc=0.929,RCNNL1Loss=0.862
[Epoch 4][Batch 9699], Speed: 6.534 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.281,RCNNAcc=0.929,RCNNL1Loss=0.862
[Epoch 4][Batch 9799], Speed: 5.994 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.985,RPNL1Loss=0.281,RCNNAcc=0.929,RCNNL1Loss=0.862
[Epoch 4][Batch 9899], Speed: 6.031 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.986,RPNL1Loss=0.281,RCNNAcc=0.929,RCNNL1Loss=0.861
[Epoch 4][Batch 9999], Speed: 5.598 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.986,RPNL1Loss=0.281,RCNNAcc=0.929,RCNNL1Loss=0.861
[Epoch 4][Batch 10099], Speed: 5.613 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.986,RPNL1Loss=0.281,RCNNAcc=0.929,RCNNL1Loss=0.861
[Epoch 4][Batch 10199], Speed: 6.273 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.240,RPNAcc=0.986,RPNL1Loss=0.281,RCNNAcc=0.929,RCNNL1Loss=0.861
[Epoch 4][Batch 10299], Speed: 5.605 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.240,RPNAcc=0.986,RPNL1Loss=0.281,RCNNAcc=0.929,RCNNL1Loss=0.861
[Epoch 4][Batch 10399], Speed: 5.584 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.240,RPNAcc=0.986,RPNL1Loss=0.281,RCNNAcc=0.929,RCNNL1Loss=0.860
[Epoch 4][Batch 10499], Speed: 6.075 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.986,RPNL1Loss=0.281,RCNNAcc=0.929,RCNNL1Loss=0.860
[Epoch 4][Batch 10599], Speed: 6.131 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.240,RPNAcc=0.986,RPNL1Loss=0.281,RCNNAcc=0.929,RCNNL1Loss=0.860
[Epoch 4][Batch 10699], Speed: 5.701 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.240,RPNAcc=0.986,RPNL1Loss=0.281,RCNNAcc=0.929,RCNNL1Loss=0.860
[Epoch 4][Batch 10799], Speed: 5.234 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.240,RPNAcc=0.986,RPNL1Loss=0.281,RCNNAcc=0.929,RCNNL1Loss=0.859
[Epoch 4][Batch 10899], Speed: 6.198 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.240,RPNAcc=0.986,RPNL1Loss=0.281,RCNNAcc=0.929,RCNNL1Loss=0.859
[Epoch 4][Batch 10999], Speed: 5.913 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.240,RPNAcc=0.986,RPNL1Loss=0.280,RCNNAcc=0.929,RCNNL1Loss=0.859
[Epoch 4][Batch 11099], Speed: 6.178 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.240,RPNAcc=0.986,RPNL1Loss=0.280,RCNNAcc=0.929,RCNNL1Loss=0.859
[Epoch 4][Batch 11199], Speed: 5.731 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.240,RPNAcc=0.986,RPNL1Loss=0.280,RCNNAcc=0.929,RCNNL1Loss=0.859
[Epoch 4][Batch 11299], Speed: 6.003 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.280,RCNNAcc=0.929,RCNNL1Loss=0.858
[Epoch 4][Batch 11399], Speed: 5.903 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.280,RCNNAcc=0.929,RCNNL1Loss=0.858
[Epoch 4][Batch 11499], Speed: 6.009 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.280,RCNNAcc=0.929,RCNNL1Loss=0.858
[Epoch 4][Batch 11599], Speed: 6.156 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.280,RCNNAcc=0.929,RCNNL1Loss=0.858
[Epoch 4][Batch 11699], Speed: 5.822 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.280,RCNNAcc=0.929,RCNNL1Loss=0.858
[Epoch 4][Batch 11799], Speed: 5.481 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.280,RCNNAcc=0.929,RCNNL1Loss=0.858
[Epoch 4][Batch 11899], Speed: 6.079 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.280,RCNNAcc=0.929,RCNNL1Loss=0.857
[Epoch 4][Batch 11999], Speed: 6.380 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.280,RCNNAcc=0.929,RCNNL1Loss=0.857
[Epoch 4][Batch 12099], Speed: 6.110 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.280,RCNNAcc=0.929,RCNNL1Loss=0.857
[Epoch 4][Batch 12199], Speed: 6.017 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.280,RCNNAcc=0.929,RCNNL1Loss=0.857
[Epoch 4][Batch 12299], Speed: 5.552 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.280,RCNNAcc=0.929,RCNNL1Loss=0.857
[Epoch 4][Batch 12399], Speed: 5.613 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.280,RCNNAcc=0.929,RCNNL1Loss=0.856
[Epoch 4][Batch 12499], Speed: 6.160 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.280,RCNNAcc=0.929,RCNNL1Loss=0.856
[Epoch 4][Batch 12599], Speed: 5.966 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.280,RCNNAcc=0.929,RCNNL1Loss=0.856
[Epoch 4][Batch 12699], Speed: 6.038 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.280,RCNNAcc=0.929,RCNNL1Loss=0.856
[Epoch 4][Batch 12799], Speed: 6.686 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.280,RCNNAcc=0.929,RCNNL1Loss=0.856
[Epoch 4][Batch 12899], Speed: 6.022 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.279,RCNNAcc=0.929,RCNNL1Loss=0.855
[Epoch 4][Batch 12999], Speed: 5.591 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.279,RCNNAcc=0.929,RCNNL1Loss=0.855
[Epoch 4][Batch 13099], Speed: 6.047 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.279,RCNNAcc=0.929,RCNNL1Loss=0.855
[Epoch 4][Batch 13199], Speed: 5.656 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.279,RCNNAcc=0.929,RCNNL1Loss=0.855
[Epoch 4][Batch 13299], Speed: 6.198 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.279,RCNNAcc=0.929,RCNNL1Loss=0.855
[Epoch 4][Batch 13399], Speed: 6.033 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.279,RCNNAcc=0.929,RCNNL1Loss=0.855
[Epoch 4][Batch 13499], Speed: 6.558 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.279,RCNNAcc=0.929,RCNNL1Loss=0.854
[Epoch 4][Batch 13599], Speed: 5.485 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.279,RCNNAcc=0.929,RCNNL1Loss=0.854
[Epoch 4][Batch 13699], Speed: 6.223 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.279,RCNNAcc=0.929,RCNNL1Loss=0.854
[Epoch 4][Batch 13799], Speed: 6.157 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.279,RCNNAcc=0.929,RCNNL1Loss=0.854
[Epoch 4][Batch 13899], Speed: 5.830 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.279,RCNNAcc=0.929,RCNNL1Loss=0.854
[Epoch 4][Batch 13999], Speed: 5.379 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.279,RCNNAcc=0.929,RCNNL1Loss=0.853
[Epoch 4][Batch 14099], Speed: 5.694 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.279,RCNNAcc=0.929,RCNNL1Loss=0.853
[Epoch 4][Batch 14199], Speed: 6.001 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.279,RCNNAcc=0.929,RCNNL1Loss=0.853
[Epoch 4][Batch 14299], Speed: 6.135 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.279,RCNNAcc=0.929,RCNNL1Loss=0.853
[Epoch 4][Batch 14399], Speed: 6.030 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.279,RCNNAcc=0.929,RCNNL1Loss=0.853
[Epoch 4][Batch 14499], Speed: 5.657 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.279,RCNNAcc=0.929,RCNNL1Loss=0.853
[Epoch 4][Batch 14599], Speed: 6.018 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239,RPNAcc=0.986,RPNL1Loss=0.279,RCNNAcc=0.929,RCNNL1Loss=0.852
[Epoch 4] Training cost: 19849.423, RPN_Conf=0.030,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.239
[Epoch 4] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.367
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.583
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.401
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.229
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.412
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.468
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.305
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.497
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.528
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.358
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.571
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.644
person=51.5
bicycle=28.4
car=40.9
motorcycle=36.1
airplane=55.2
bus=59.0
train=55.9
truck=31.2
boat=23.2
traffic light=24.4
fire hydrant=65.7
stop sign=60.6
parking meter=40.8
bench=20.9
bird=34.0
cat=63.9
dog=52.6
horse=49.7
sheep=44.7
cow=51.8
elephant=50.3
bear=62.0
zebra=58.7
giraffe=56.8
backpack=14.3
umbrella=35.0
handbag=13.1
tie=29.2
suitcase=32.7
frisbee=58.5
skis=18.1
snowboard=30.5
sports ball=41.6
kite=35.8
baseball bat=26.0
baseball glove=36.8
skateboard=46.5
surfboard=34.2
tennis racket=40.1
bottle=37.4
wine glass=31.6
cup=38.4
fork=32.3
knife=18.4
spoon=15.9
bowl=35.6
banana=21.0
apple=14.3
sandwich=26.6
orange=24.8
broccoli=15.1
carrot=19.6
hot dog=31.5
pizza=49.2
donut=35.9
cake=30.1
chair=24.8
couch=36.3
potted plant=22.1
bed=31.0
dining table=21.7
toilet=49.4
tv=53.1
laptop=56.8
mouse=56.0
remote=34.1
keyboard=48.6
cell phone=33.0
microwave=53.1
oven=30.3
toaster=43.2
sink=34.4
refrigerator=47.9
book=12.5
clock=45.7
vase=34.6
scissors=21.1
teddy bear=34.9
hair drier=0.0
toothbrush=20.0
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=36.7
[Epoch 4] mAP 36.7 higher than current best [35.0] saving to faster_rcnn_fpn_syncbn_resnest269_coco_best.params
[Epoch 4] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0004_36.7000.params
[Epoch 5][Batch 99], Speed: 6.507 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.986,RPNL1Loss=0.278,RCNNAcc=0.929,RCNNL1Loss=0.852
[Epoch 5][Batch 199], Speed: 6.790 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.278,RCNNAcc=0.929,RCNNL1Loss=0.852
[Epoch 5][Batch 299], Speed: 6.695 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.278,RCNNAcc=0.929,RCNNL1Loss=0.852
[Epoch 5][Batch 399], Speed: 6.210 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.278,RCNNAcc=0.929,RCNNL1Loss=0.851
[Epoch 5][Batch 499], Speed: 6.328 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.236,RPNAcc=0.986,RPNL1Loss=0.278,RCNNAcc=0.929,RCNNL1Loss=0.851
[Epoch 5][Batch 599], Speed: 5.984 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.235,RPNAcc=0.986,RPNL1Loss=0.278,RCNNAcc=0.929,RCNNL1Loss=0.851
[Epoch 5][Batch 699], Speed: 5.879 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.235,RPNAcc=0.986,RPNL1Loss=0.278,RCNNAcc=0.929,RCNNL1Loss=0.851
[Epoch 5][Batch 799], Speed: 6.303 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.237,RPNAcc=0.986,RPNL1Loss=0.278,RCNNAcc=0.929,RCNNL1Loss=0.851
[Epoch 5][Batch 899], Speed: 5.728 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.236,RPNAcc=0.986,RPNL1Loss=0.278,RCNNAcc=0.929,RCNNL1Loss=0.850
[Epoch 5][Batch 999], Speed: 5.824 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.236,RPNAcc=0.986,RPNL1Loss=0.278,RCNNAcc=0.929,RCNNL1Loss=0.850
[Epoch 5][Batch 1099], Speed: 5.807 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.236,RPNAcc=0.986,RPNL1Loss=0.278,RCNNAcc=0.930,RCNNL1Loss=0.850
[Epoch 5][Batch 1199], Speed: 5.695 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.235,RPNAcc=0.986,RPNL1Loss=0.278,RCNNAcc=0.930,RCNNL1Loss=0.850
[Epoch 5][Batch 1299], Speed: 6.128 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.235,RPNAcc=0.986,RPNL1Loss=0.278,RCNNAcc=0.930,RCNNL1Loss=0.850
[Epoch 5][Batch 1399], Speed: 6.010 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.278,RCNNAcc=0.930,RCNNL1Loss=0.849
[Epoch 5][Batch 1499], Speed: 6.286 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.278,RCNNAcc=0.930,RCNNL1Loss=0.849
[Epoch 5][Batch 1599], Speed: 5.762 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.278,RCNNAcc=0.930,RCNNL1Loss=0.849
[Epoch 5][Batch 1699], Speed: 5.788 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.277,RCNNAcc=0.930,RCNNL1Loss=0.849
[Epoch 5][Batch 1799], Speed: 5.625 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.277,RCNNAcc=0.930,RCNNL1Loss=0.848
[Epoch 5][Batch 1899], Speed: 6.201 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.277,RCNNAcc=0.930,RCNNL1Loss=0.848
[Epoch 5][Batch 1999], Speed: 5.692 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.277,RCNNAcc=0.930,RCNNL1Loss=0.848
[Epoch 5][Batch 2099], Speed: 6.188 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.235,RPNAcc=0.986,RPNL1Loss=0.277,RCNNAcc=0.930,RCNNL1Loss=0.848
[Epoch 5][Batch 2199], Speed: 5.684 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.235,RPNAcc=0.986,RPNL1Loss=0.277,RCNNAcc=0.930,RCNNL1Loss=0.848
[Epoch 5][Batch 2299], Speed: 5.766 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.235,RPNAcc=0.986,RPNL1Loss=0.277,RCNNAcc=0.930,RCNNL1Loss=0.847
[Epoch 5][Batch 2399], Speed: 5.756 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.277,RCNNAcc=0.930,RCNNL1Loss=0.847
[Epoch 5][Batch 2499], Speed: 6.297 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.277,RCNNAcc=0.930,RCNNL1Loss=0.847
[Epoch 5][Batch 2599], Speed: 6.184 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.277,RCNNAcc=0.930,RCNNL1Loss=0.847
[Epoch 5][Batch 2699], Speed: 5.479 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.277,RCNNAcc=0.930,RCNNL1Loss=0.847
[Epoch 5][Batch 2799], Speed: 6.156 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.277,RCNNAcc=0.930,RCNNL1Loss=0.846
[Epoch 5][Batch 2899], Speed: 5.830 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.277,RCNNAcc=0.930,RCNNL1Loss=0.846
[Epoch 5][Batch 2999], Speed: 5.995 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.277,RCNNAcc=0.930,RCNNL1Loss=0.846
[Epoch 5][Batch 3099], Speed: 6.248 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.277,RCNNAcc=0.930,RCNNL1Loss=0.846
[Epoch 5][Batch 3199], Speed: 5.197 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.277,RCNNAcc=0.930,RCNNL1Loss=0.846
[Epoch 5][Batch 3299], Speed: 5.944 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.277,RCNNAcc=0.930,RCNNL1Loss=0.845
[Epoch 5][Batch 3399], Speed: 5.682 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.276,RCNNAcc=0.930,RCNNL1Loss=0.845
[Epoch 5][Batch 3499], Speed: 6.016 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.276,RCNNAcc=0.930,RCNNL1Loss=0.845
[Epoch 5][Batch 3599], Speed: 6.554 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.276,RCNNAcc=0.930,RCNNL1Loss=0.845
[Epoch 5][Batch 3699], Speed: 6.051 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.276,RCNNAcc=0.930,RCNNL1Loss=0.845
[Epoch 5][Batch 3799], Speed: 6.069 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.235,RPNAcc=0.986,RPNL1Loss=0.276,RCNNAcc=0.930,RCNNL1Loss=0.845
[Epoch 5][Batch 3899], Speed: 6.183 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.276,RCNNAcc=0.930,RCNNL1Loss=0.844
[Epoch 5][Batch 3999], Speed: 5.817 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.276,RCNNAcc=0.930,RCNNL1Loss=0.844
[Epoch 5][Batch 4099], Speed: 5.145 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.276,RCNNAcc=0.930,RCNNL1Loss=0.844
[Epoch 5][Batch 4199], Speed: 6.085 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.276,RCNNAcc=0.930,RCNNL1Loss=0.844
[Epoch 5][Batch 4299], Speed: 5.966 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.276,RCNNAcc=0.930,RCNNL1Loss=0.844
[Epoch 5][Batch 4399], Speed: 5.611 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.276,RCNNAcc=0.930,RCNNL1Loss=0.843
[Epoch 5][Batch 4499], Speed: 6.103 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.276,RCNNAcc=0.930,RCNNL1Loss=0.843
[Epoch 5][Batch 4599], Speed: 6.076 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.276,RCNNAcc=0.930,RCNNL1Loss=0.843
[Epoch 5][Batch 4699], Speed: 6.352 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.276,RCNNAcc=0.930,RCNNL1Loss=0.843
[Epoch 5][Batch 4799], Speed: 6.448 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.276,RCNNAcc=0.930,RCNNL1Loss=0.843
[Epoch 5][Batch 4899], Speed: 5.608 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.276,RCNNAcc=0.930,RCNNL1Loss=0.842
[Epoch 5][Batch 4999], Speed: 5.774 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.276,RCNNAcc=0.930,RCNNL1Loss=0.842
[Epoch 5][Batch 5099], Speed: 5.881 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.276,RCNNAcc=0.930,RCNNL1Loss=0.842
[Epoch 5][Batch 5199], Speed: 5.833 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.276,RCNNAcc=0.930,RCNNL1Loss=0.842
[Epoch 5][Batch 5299], Speed: 6.176 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.275,RCNNAcc=0.930,RCNNL1Loss=0.842
[Epoch 5][Batch 5399], Speed: 5.729 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.275,RCNNAcc=0.930,RCNNL1Loss=0.842
[Epoch 5][Batch 5499], Speed: 5.239 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.275,RCNNAcc=0.930,RCNNL1Loss=0.841
[Epoch 5][Batch 5599], Speed: 5.515 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.275,RCNNAcc=0.930,RCNNL1Loss=0.841
[Epoch 5][Batch 5699], Speed: 5.909 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.275,RCNNAcc=0.930,RCNNL1Loss=0.841
[Epoch 5][Batch 5799], Speed: 6.307 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.275,RCNNAcc=0.930,RCNNL1Loss=0.841
[Epoch 5][Batch 5899], Speed: 5.770 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.275,RCNNAcc=0.930,RCNNL1Loss=0.841
[Epoch 5][Batch 5999], Speed: 6.067 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.275,RCNNAcc=0.930,RCNNL1Loss=0.840
[Epoch 5][Batch 6099], Speed: 6.026 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.275,RCNNAcc=0.930,RCNNL1Loss=0.840
[Epoch 5][Batch 6199], Speed: 6.072 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.275,RCNNAcc=0.930,RCNNL1Loss=0.840
[Epoch 5][Batch 6299], Speed: 6.287 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.275,RCNNAcc=0.930,RCNNL1Loss=0.840
[Epoch 5][Batch 6399], Speed: 5.996 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.275,RCNNAcc=0.930,RCNNL1Loss=0.840
[Epoch 5][Batch 6499], Speed: 5.971 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.275,RCNNAcc=0.930,RCNNL1Loss=0.840
[Epoch 5][Batch 6599], Speed: 5.821 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.275,RCNNAcc=0.930,RCNNL1Loss=0.839
[Epoch 5][Batch 6699], Speed: 5.737 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.275,RCNNAcc=0.930,RCNNL1Loss=0.839
[Epoch 5][Batch 6799], Speed: 6.219 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.275,RCNNAcc=0.930,RCNNL1Loss=0.839
[Epoch 5][Batch 6899], Speed: 6.346 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.275,RCNNAcc=0.930,RCNNL1Loss=0.839
[Epoch 5][Batch 6999], Speed: 5.455 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.275,RCNNAcc=0.930,RCNNL1Loss=0.839
[Epoch 5][Batch 7099], Speed: 6.130 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.275,RCNNAcc=0.930,RCNNL1Loss=0.839
[Epoch 5][Batch 7199], Speed: 6.373 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.275,RCNNAcc=0.930,RCNNL1Loss=0.838
[Epoch 5][Batch 7299], Speed: 5.943 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.274,RCNNAcc=0.930,RCNNL1Loss=0.838
[Epoch 5][Batch 7399], Speed: 5.217 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.274,RCNNAcc=0.930,RCNNL1Loss=0.838
[Epoch 5][Batch 7499], Speed: 6.429 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.274,RCNNAcc=0.930,RCNNL1Loss=0.838
[Epoch 5][Batch 7599], Speed: 5.059 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.274,RCNNAcc=0.930,RCNNL1Loss=0.838
[Epoch 5][Batch 7699], Speed: 5.412 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.274,RCNNAcc=0.930,RCNNL1Loss=0.838
[Epoch 5][Batch 7799], Speed: 6.034 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.274,RCNNAcc=0.930,RCNNL1Loss=0.837
[Epoch 5][Batch 7899], Speed: 6.129 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.274,RCNNAcc=0.930,RCNNL1Loss=0.837
[Epoch 5][Batch 7999], Speed: 5.678 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.274,RCNNAcc=0.930,RCNNL1Loss=0.837
[Epoch 5][Batch 8099], Speed: 6.057 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.274,RCNNAcc=0.930,RCNNL1Loss=0.837
[Epoch 5][Batch 8199], Speed: 5.600 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.274,RCNNAcc=0.930,RCNNL1Loss=0.837
[Epoch 5][Batch 8299], Speed: 6.114 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.274,RCNNAcc=0.930,RCNNL1Loss=0.837
[Epoch 5][Batch 8399], Speed: 5.799 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.274,RCNNAcc=0.930,RCNNL1Loss=0.836
[Epoch 5][Batch 8499], Speed: 5.960 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.274,RCNNAcc=0.930,RCNNL1Loss=0.836
[Epoch 5][Batch 8599], Speed: 6.358 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.274,RCNNAcc=0.930,RCNNL1Loss=0.836
[Epoch 5][Batch 8699], Speed: 5.755 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.274,RCNNAcc=0.930,RCNNL1Loss=0.836
[Epoch 5][Batch 8799], Speed: 5.488 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.274,RCNNAcc=0.930,RCNNL1Loss=0.836
[Epoch 5][Batch 8899], Speed: 5.862 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.274,RCNNAcc=0.930,RCNNL1Loss=0.835
[Epoch 5][Batch 8999], Speed: 5.938 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.274,RCNNAcc=0.930,RCNNL1Loss=0.835
[Epoch 5][Batch 9099], Speed: 5.578 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.274,RCNNAcc=0.930,RCNNL1Loss=0.835
[Epoch 5][Batch 9199], Speed: 6.002 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.274,RCNNAcc=0.930,RCNNL1Loss=0.835
[Epoch 5][Batch 9299], Speed: 5.376 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.273,RCNNAcc=0.930,RCNNL1Loss=0.835
[Epoch 5][Batch 9399], Speed: 6.247 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.273,RCNNAcc=0.930,RCNNL1Loss=0.835
[Epoch 5][Batch 9499], Speed: 6.095 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.273,RCNNAcc=0.930,RCNNL1Loss=0.835
[Epoch 5][Batch 9599], Speed: 5.912 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.273,RCNNAcc=0.930,RCNNL1Loss=0.834
[Epoch 5][Batch 9699], Speed: 5.213 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.273,RCNNAcc=0.931,RCNNL1Loss=0.834
[Epoch 5][Batch 9799], Speed: 5.646 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.273,RCNNAcc=0.931,RCNNL1Loss=0.834
[Epoch 5][Batch 9899], Speed: 5.434 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.273,RCNNAcc=0.931,RCNNL1Loss=0.834
[Epoch 5][Batch 9999], Speed: 5.274 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.273,RCNNAcc=0.931,RCNNL1Loss=0.834
[Epoch 5][Batch 10099], Speed: 5.525 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.273,RCNNAcc=0.931,RCNNL1Loss=0.834
[Epoch 5][Batch 10199], Speed: 6.393 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.273,RCNNAcc=0.931,RCNNL1Loss=0.833
[Epoch 5][Batch 10299], Speed: 5.297 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.273,RCNNAcc=0.931,RCNNL1Loss=0.833
[Epoch 5][Batch 10399], Speed: 5.542 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.273,RCNNAcc=0.931,RCNNL1Loss=0.833
[Epoch 5][Batch 10499], Speed: 6.561 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.273,RCNNAcc=0.931,RCNNL1Loss=0.833
[Epoch 5][Batch 10599], Speed: 5.673 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.273,RCNNAcc=0.931,RCNNL1Loss=0.833
[Epoch 5][Batch 10699], Speed: 5.436 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.273,RCNNAcc=0.931,RCNNL1Loss=0.833
[Epoch 5][Batch 10799], Speed: 5.965 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.273,RCNNAcc=0.931,RCNNL1Loss=0.832
[Epoch 5][Batch 10899], Speed: 6.238 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.273,RCNNAcc=0.931,RCNNL1Loss=0.832
[Epoch 5][Batch 10999], Speed: 6.248 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.273,RCNNAcc=0.931,RCNNL1Loss=0.832
[Epoch 5][Batch 11099], Speed: 5.819 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.273,RCNNAcc=0.931,RCNNL1Loss=0.832
[Epoch 5][Batch 11199], Speed: 5.809 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.273,RCNNAcc=0.931,RCNNL1Loss=0.832
[Epoch 5][Batch 11299], Speed: 5.262 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.273,RCNNAcc=0.931,RCNNL1Loss=0.832
[Epoch 5][Batch 11399], Speed: 5.960 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.273,RCNNAcc=0.931,RCNNL1Loss=0.832
[Epoch 5][Batch 11499], Speed: 5.943 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.272,RCNNAcc=0.931,RCNNL1Loss=0.831
[Epoch 5][Batch 11599], Speed: 6.095 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.234,RPNAcc=0.986,RPNL1Loss=0.272,RCNNAcc=0.931,RCNNL1Loss=0.831
[Epoch 5][Batch 11699], Speed: 5.695 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.272,RCNNAcc=0.931,RCNNL1Loss=0.831
[Epoch 5][Batch 11799], Speed: 5.641 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.272,RCNNAcc=0.931,RCNNL1Loss=0.831
[Epoch 5][Batch 11899], Speed: 6.232 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.272,RCNNAcc=0.931,RCNNL1Loss=0.831
[Epoch 5][Batch 11999], Speed: 5.586 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.272,RCNNAcc=0.931,RCNNL1Loss=0.831
[Epoch 5][Batch 12099], Speed: 6.025 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.272,RCNNAcc=0.931,RCNNL1Loss=0.830
[Epoch 5][Batch 12199], Speed: 6.321 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.272,RCNNAcc=0.931,RCNNL1Loss=0.830
[Epoch 5][Batch 12299], Speed: 5.974 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.272,RCNNAcc=0.931,RCNNL1Loss=0.830
[Epoch 5][Batch 12399], Speed: 6.139 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.272,RCNNAcc=0.931,RCNNL1Loss=0.830
[Epoch 5][Batch 12499], Speed: 6.153 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.272,RCNNAcc=0.931,RCNNL1Loss=0.830
[Epoch 5][Batch 12599], Speed: 5.647 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.272,RCNNAcc=0.931,RCNNL1Loss=0.830
[Epoch 5][Batch 12699], Speed: 5.820 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.272,RCNNAcc=0.931,RCNNL1Loss=0.830
[Epoch 5][Batch 12799], Speed: 6.143 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.272,RCNNAcc=0.931,RCNNL1Loss=0.829
[Epoch 5][Batch 12899], Speed: 6.066 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.272,RCNNAcc=0.931,RCNNL1Loss=0.829
[Epoch 5][Batch 12999], Speed: 5.495 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.272,RCNNAcc=0.931,RCNNL1Loss=0.829
[Epoch 5][Batch 13099], Speed: 6.194 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.272,RCNNAcc=0.931,RCNNL1Loss=0.829
[Epoch 5][Batch 13199], Speed: 6.011 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.272,RCNNAcc=0.931,RCNNL1Loss=0.829
[Epoch 5][Batch 13299], Speed: 5.542 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.272,RCNNAcc=0.931,RCNNL1Loss=0.829
[Epoch 5][Batch 13399], Speed: 5.602 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.272,RCNNAcc=0.931,RCNNL1Loss=0.828
[Epoch 5][Batch 13499], Speed: 6.403 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.272,RCNNAcc=0.931,RCNNL1Loss=0.828
[Epoch 5][Batch 13599], Speed: 5.854 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.272,RCNNAcc=0.931,RCNNL1Loss=0.828
[Epoch 5][Batch 13699], Speed: 6.288 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.272,RCNNAcc=0.931,RCNNL1Loss=0.828
[Epoch 5][Batch 13799], Speed: 5.825 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.271,RCNNAcc=0.931,RCNNL1Loss=0.828
[Epoch 5][Batch 13899], Speed: 6.050 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.271,RCNNAcc=0.931,RCNNL1Loss=0.828
[Epoch 5][Batch 13999], Speed: 5.891 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.271,RCNNAcc=0.931,RCNNL1Loss=0.828
[Epoch 5][Batch 14099], Speed: 6.218 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.271,RCNNAcc=0.931,RCNNL1Loss=0.827
[Epoch 5][Batch 14199], Speed: 5.819 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.271,RCNNAcc=0.931,RCNNL1Loss=0.827
[Epoch 5][Batch 14299], Speed: 5.622 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.271,RCNNAcc=0.931,RCNNL1Loss=0.827
[Epoch 5][Batch 14399], Speed: 6.032 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.271,RCNNAcc=0.931,RCNNL1Loss=0.827
[Epoch 5][Batch 14499], Speed: 5.281 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.271,RCNNAcc=0.931,RCNNL1Loss=0.827
[Epoch 5][Batch 14599], Speed: 6.088 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.233,RPNAcc=0.986,RPNL1Loss=0.271,RCNNAcc=0.931,RCNNL1Loss=0.827
[Epoch 5] Training cost: 19896.970, RPN_Conf=0.029,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.233
[Epoch 5] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.375
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.585
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.405
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.231
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.420
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.466
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.310
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.509
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.544
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.371
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.588
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.650
person=51.8
bicycle=29.5
car=42.7
motorcycle=40.0
airplane=59.5
bus=61.8
train=58.5
truck=30.5
boat=20.5
traffic light=24.4
fire hydrant=63.5
stop sign=62.9
parking meter=45.3
bench=20.4
bird=30.4
cat=58.5
dog=60.1
horse=52.4
sheep=49.5
cow=47.5
elephant=57.6
bear=58.3
zebra=62.0
giraffe=62.0
backpack=13.8
umbrella=35.1
handbag=14.1
tie=30.8
suitcase=31.3
frisbee=60.2
skis=19.4
snowboard=32.8
sports ball=42.4
kite=39.4
baseball bat=29.1
baseball glove=38.6
skateboard=50.3
surfboard=34.1
tennis racket=46.4
bottle=37.7
wine glass=34.0
cup=41.4
fork=29.9
knife=15.0
spoon=18.0
bowl=36.5
banana=21.1
apple=17.1
sandwich=23.4
orange=24.7
broccoli=17.2
carrot=19.4
hot dog=32.2
pizza=48.4
donut=44.1
cake=31.3
chair=24.0
couch=34.1
potted plant=24.9
bed=34.8
dining table=22.4
toilet=55.6
tv=51.5
laptop=58.9
mouse=52.2
remote=32.0
keyboard=48.2
cell phone=31.8
microwave=41.8
oven=30.5
toaster=34.3
sink=33.0
refrigerator=48.0
book=11.7
clock=50.1
vase=36.6
scissors=25.0
teddy bear=38.9
hair drier=0.0
toothbrush=22.1
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=37.5
[Epoch 5] mAP 37.5 higher than current best [36.7] saving to faster_rcnn_fpn_syncbn_resnest269_coco_best.params
[Epoch 5] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0005_37.5000.params
[Epoch 6][Batch 99], Speed: 6.006 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.231,RPNAcc=0.986,RPNL1Loss=0.271,RCNNAcc=0.931,RCNNL1Loss=0.827
[Epoch 6][Batch 199], Speed: 6.596 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.235,RPNAcc=0.986,RPNL1Loss=0.271,RCNNAcc=0.931,RCNNL1Loss=0.826
[Epoch 6][Batch 299], Speed: 6.103 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.271,RCNNAcc=0.931,RCNNL1Loss=0.826
[Epoch 6][Batch 399], Speed: 6.674 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.271,RCNNAcc=0.931,RCNNL1Loss=0.826
[Epoch 6][Batch 499], Speed: 6.175 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.231,RPNAcc=0.986,RPNL1Loss=0.271,RCNNAcc=0.931,RCNNL1Loss=0.826
[Epoch 6][Batch 599], Speed: 5.887 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.229,RPNAcc=0.986,RPNL1Loss=0.271,RCNNAcc=0.931,RCNNL1Loss=0.826
[Epoch 6][Batch 699], Speed: 6.065 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.229,RPNAcc=0.986,RPNL1Loss=0.271,RCNNAcc=0.931,RCNNL1Loss=0.825
[Epoch 6][Batch 799], Speed: 6.001 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.229,RPNAcc=0.986,RPNL1Loss=0.271,RCNNAcc=0.931,RCNNL1Loss=0.825
[Epoch 6][Batch 899], Speed: 6.336 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.228,RPNAcc=0.986,RPNL1Loss=0.271,RCNNAcc=0.931,RCNNL1Loss=0.825
[Epoch 6][Batch 999], Speed: 5.735 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.227,RPNAcc=0.986,RPNL1Loss=0.271,RCNNAcc=0.931,RCNNL1Loss=0.825
[Epoch 6][Batch 1099], Speed: 5.819 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.228,RPNAcc=0.986,RPNL1Loss=0.271,RCNNAcc=0.931,RCNNL1Loss=0.825
[Epoch 6][Batch 1199], Speed: 5.881 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.229,RPNAcc=0.986,RPNL1Loss=0.271,RCNNAcc=0.931,RCNNL1Loss=0.825
[Epoch 6][Batch 1299], Speed: 6.480 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.229,RPNAcc=0.986,RPNL1Loss=0.271,RCNNAcc=0.931,RCNNL1Loss=0.824
[Epoch 6][Batch 1399], Speed: 5.992 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.270,RCNNAcc=0.931,RCNNL1Loss=0.824
[Epoch 6][Batch 1499], Speed: 5.691 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.231,RPNAcc=0.986,RPNL1Loss=0.270,RCNNAcc=0.931,RCNNL1Loss=0.824
[Epoch 6][Batch 1599], Speed: 5.525 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.270,RCNNAcc=0.931,RCNNL1Loss=0.824
[Epoch 6][Batch 1699], Speed: 5.947 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.270,RCNNAcc=0.931,RCNNL1Loss=0.824
[Epoch 6][Batch 1799], Speed: 5.621 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.231,RPNAcc=0.986,RPNL1Loss=0.270,RCNNAcc=0.931,RCNNL1Loss=0.824
[Epoch 6][Batch 1899], Speed: 5.944 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.231,RPNAcc=0.986,RPNL1Loss=0.270,RCNNAcc=0.931,RCNNL1Loss=0.823
[Epoch 6][Batch 1999], Speed: 6.445 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.231,RPNAcc=0.986,RPNL1Loss=0.270,RCNNAcc=0.931,RCNNL1Loss=0.823
[Epoch 6][Batch 2099], Speed: 5.845 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.231,RPNAcc=0.986,RPNL1Loss=0.270,RCNNAcc=0.931,RCNNL1Loss=0.823
[Epoch 6][Batch 2199], Speed: 5.791 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.231,RPNAcc=0.986,RPNL1Loss=0.270,RCNNAcc=0.931,RCNNL1Loss=0.823
[Epoch 6][Batch 2299], Speed: 5.520 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.231,RPNAcc=0.986,RPNL1Loss=0.270,RCNNAcc=0.931,RCNNL1Loss=0.823
[Epoch 6][Batch 2399], Speed: 6.235 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.231,RPNAcc=0.986,RPNL1Loss=0.270,RCNNAcc=0.931,RCNNL1Loss=0.823
[Epoch 6][Batch 2499], Speed: 5.936 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.231,RPNAcc=0.986,RPNL1Loss=0.270,RCNNAcc=0.931,RCNNL1Loss=0.822
[Epoch 6][Batch 2599], Speed: 6.143 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.231,RPNAcc=0.986,RPNL1Loss=0.270,RCNNAcc=0.931,RCNNL1Loss=0.822
[Epoch 6][Batch 2699], Speed: 6.052 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.231,RPNAcc=0.986,RPNL1Loss=0.270,RCNNAcc=0.931,RCNNL1Loss=0.822
[Epoch 6][Batch 2799], Speed: 6.239 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.231,RPNAcc=0.986,RPNL1Loss=0.270,RCNNAcc=0.931,RCNNL1Loss=0.822
[Epoch 6][Batch 2899], Speed: 5.275 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.231,RPNAcc=0.986,RPNL1Loss=0.270,RCNNAcc=0.931,RCNNL1Loss=0.822
[Epoch 6][Batch 2999], Speed: 5.920 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.231,RPNAcc=0.986,RPNL1Loss=0.270,RCNNAcc=0.931,RCNNL1Loss=0.822
[Epoch 6][Batch 3099], Speed: 5.320 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.231,RPNAcc=0.986,RPNL1Loss=0.270,RCNNAcc=0.931,RCNNL1Loss=0.822
[Epoch 6][Batch 3199], Speed: 6.085 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.231,RPNAcc=0.986,RPNL1Loss=0.270,RCNNAcc=0.931,RCNNL1Loss=0.821
[Epoch 6][Batch 3299], Speed: 6.008 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.231,RPNAcc=0.986,RPNL1Loss=0.270,RCNNAcc=0.931,RCNNL1Loss=0.821
[Epoch 6][Batch 3399], Speed: 5.711 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.231,RPNAcc=0.986,RPNL1Loss=0.270,RCNNAcc=0.931,RCNNL1Loss=0.821
[Epoch 6][Batch 3499], Speed: 5.901 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.231,RPNAcc=0.986,RPNL1Loss=0.270,RCNNAcc=0.931,RCNNL1Loss=0.821
[Epoch 6][Batch 3599], Speed: 6.013 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.231,RPNAcc=0.986,RPNL1Loss=0.269,RCNNAcc=0.931,RCNNL1Loss=0.821
[Epoch 6][Batch 3699], Speed: 5.788 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.269,RCNNAcc=0.931,RCNNL1Loss=0.821
[Epoch 6][Batch 3799], Speed: 5.710 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.269,RCNNAcc=0.931,RCNNL1Loss=0.821
[Epoch 6][Batch 3899], Speed: 5.637 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.269,RCNNAcc=0.931,RCNNL1Loss=0.820
[Epoch 6][Batch 3999], Speed: 5.457 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.269,RCNNAcc=0.931,RCNNL1Loss=0.820
[Epoch 6][Batch 4099], Speed: 5.848 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.269,RCNNAcc=0.931,RCNNL1Loss=0.820
[Epoch 6][Batch 4199], Speed: 5.937 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.269,RCNNAcc=0.931,RCNNL1Loss=0.820
[Epoch 6][Batch 4299], Speed: 5.978 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.269,RCNNAcc=0.931,RCNNL1Loss=0.820
[Epoch 6][Batch 4399], Speed: 5.383 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.269,RCNNAcc=0.931,RCNNL1Loss=0.820
[Epoch 6][Batch 4499], Speed: 5.981 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.269,RCNNAcc=0.931,RCNNL1Loss=0.820
[Epoch 6][Batch 4599], Speed: 5.631 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.269,RCNNAcc=0.931,RCNNL1Loss=0.819
[Epoch 6][Batch 4699], Speed: 5.940 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.269,RCNNAcc=0.931,RCNNL1Loss=0.819
[Epoch 6][Batch 4799], Speed: 5.549 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.269,RCNNAcc=0.931,RCNNL1Loss=0.819
[Epoch 6][Batch 4899], Speed: 5.881 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.269,RCNNAcc=0.931,RCNNL1Loss=0.819
[Epoch 6][Batch 4999], Speed: 5.465 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.269,RCNNAcc=0.931,RCNNL1Loss=0.819
[Epoch 6][Batch 5099], Speed: 5.824 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.269,RCNNAcc=0.931,RCNNL1Loss=0.819
[Epoch 6][Batch 5199], Speed: 6.060 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.269,RCNNAcc=0.932,RCNNL1Loss=0.819
[Epoch 6][Batch 5299], Speed: 5.644 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.269,RCNNAcc=0.932,RCNNL1Loss=0.818
[Epoch 6][Batch 5399], Speed: 5.796 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.269,RCNNAcc=0.932,RCNNL1Loss=0.818
[Epoch 6][Batch 5499], Speed: 5.864 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.269,RCNNAcc=0.932,RCNNL1Loss=0.818
[Epoch 6][Batch 5599], Speed: 5.918 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.269,RCNNAcc=0.932,RCNNL1Loss=0.818
[Epoch 6][Batch 5699], Speed: 6.083 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.269,RCNNAcc=0.932,RCNNL1Loss=0.818
[Epoch 6][Batch 5799], Speed: 6.279 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.269,RCNNAcc=0.932,RCNNL1Loss=0.818
[Epoch 6][Batch 5899], Speed: 5.856 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.818
[Epoch 6][Batch 5999], Speed: 5.398 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.817
[Epoch 6][Batch 6099], Speed: 5.704 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.817
[Epoch 6][Batch 6199], Speed: 6.126 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.230,RPNAcc=0.986,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.817
[Epoch 6][Batch 6299], Speed: 6.036 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.230,RPNAcc=0.987,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.817
[Epoch 6][Batch 6399], Speed: 5.837 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.817
[Epoch 6][Batch 6499], Speed: 6.229 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.817
[Epoch 6][Batch 6599], Speed: 6.091 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.230,RPNAcc=0.987,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.817
[Epoch 6][Batch 6699], Speed: 6.256 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.816
[Epoch 6][Batch 6799], Speed: 5.650 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.816
[Epoch 6][Batch 6899], Speed: 5.879 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.816
[Epoch 6][Batch 6999], Speed: 6.093 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.816
[Epoch 6][Batch 7099], Speed: 5.761 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.816
[Epoch 6][Batch 7199], Speed: 5.549 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.816
[Epoch 6][Batch 7299], Speed: 5.665 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.816
[Epoch 6][Batch 7399], Speed: 5.871 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.815
[Epoch 6][Batch 7499], Speed: 5.868 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.815
[Epoch 6][Batch 7599], Speed: 5.861 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.815
[Epoch 6][Batch 7699], Speed: 5.950 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.815
[Epoch 6][Batch 7799], Speed: 5.756 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.815
[Epoch 6][Batch 7899], Speed: 6.498 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.815
[Epoch 6][Batch 7999], Speed: 6.002 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.815
[Epoch 6][Batch 8099], Speed: 5.814 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.814
[Epoch 6][Batch 8199], Speed: 6.462 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.814
[Epoch 6][Batch 8299], Speed: 5.446 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.268,RCNNAcc=0.932,RCNNL1Loss=0.814
[Epoch 6][Batch 8399], Speed: 5.951 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.814
[Epoch 6][Batch 8499], Speed: 6.291 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.814
[Epoch 6][Batch 8599], Speed: 5.679 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.814
[Epoch 6][Batch 8699], Speed: 6.228 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.814
[Epoch 6][Batch 8799], Speed: 6.057 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.813
[Epoch 6][Batch 8899], Speed: 6.321 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.813
[Epoch 6][Batch 8999], Speed: 5.658 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.813
[Epoch 6][Batch 9099], Speed: 6.248 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.813
[Epoch 6][Batch 9199], Speed: 6.025 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.813
[Epoch 6][Batch 9299], Speed: 5.883 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.813
[Epoch 6][Batch 9399], Speed: 5.944 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.813
[Epoch 6][Batch 9499], Speed: 5.550 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.813
[Epoch 6][Batch 9599], Speed: 5.987 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.812
[Epoch 6][Batch 9699], Speed: 5.648 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.812
[Epoch 6][Batch 9799], Speed: 5.975 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.812
[Epoch 6][Batch 9899], Speed: 5.924 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.812
[Epoch 6][Batch 9999], Speed: 5.891 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.812
[Epoch 6][Batch 10099], Speed: 6.323 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.812
[Epoch 6][Batch 10199], Speed: 6.018 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.812
[Epoch 6][Batch 10299], Speed: 5.749 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.812
[Epoch 6][Batch 10399], Speed: 5.768 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.811
[Epoch 6][Batch 10499], Speed: 5.709 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.811
[Epoch 6][Batch 10599], Speed: 6.068 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.811
[Epoch 6][Batch 10699], Speed: 5.600 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.811
[Epoch 6][Batch 10799], Speed: 6.032 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.811
[Epoch 6][Batch 10899], Speed: 6.214 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.811
[Epoch 6][Batch 10999], Speed: 6.245 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.267,RCNNAcc=0.932,RCNNL1Loss=0.811
[Epoch 6][Batch 11099], Speed: 5.741 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.811
[Epoch 6][Batch 11199], Speed: 5.852 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.810
[Epoch 6][Batch 11299], Speed: 6.317 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.810
[Epoch 6][Batch 11399], Speed: 5.357 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.810
[Epoch 6][Batch 11499], Speed: 6.061 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.810
[Epoch 6][Batch 11599], Speed: 5.928 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.810
[Epoch 6][Batch 11699], Speed: 5.969 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.810
[Epoch 6][Batch 11799], Speed: 6.001 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.810
[Epoch 6][Batch 11899], Speed: 6.004 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.810
[Epoch 6][Batch 11999], Speed: 5.629 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.810
[Epoch 6][Batch 12099], Speed: 6.167 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.809
[Epoch 6][Batch 12199], Speed: 6.168 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.809
[Epoch 6][Batch 12299], Speed: 5.784 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.809
[Epoch 6][Batch 12399], Speed: 6.004 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.809
[Epoch 6][Batch 12499], Speed: 6.271 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.809
[Epoch 6][Batch 12599], Speed: 5.961 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.809
[Epoch 6][Batch 12699], Speed: 5.767 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.809
[Epoch 6][Batch 12799], Speed: 5.868 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.809
[Epoch 6][Batch 12899], Speed: 5.977 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.808
[Epoch 6][Batch 12999], Speed: 5.898 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.808
[Epoch 6][Batch 13099], Speed: 5.540 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.808
[Epoch 6][Batch 13199], Speed: 5.420 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.808
[Epoch 6][Batch 13299], Speed: 5.731 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.808
[Epoch 6][Batch 13399], Speed: 5.830 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.808
[Epoch 6][Batch 13499], Speed: 6.165 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.808
[Epoch 6][Batch 13599], Speed: 6.123 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.808
[Epoch 6][Batch 13699], Speed: 6.372 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.808
[Epoch 6][Batch 13799], Speed: 6.126 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.266,RCNNAcc=0.932,RCNNL1Loss=0.807
[Epoch 6][Batch 13899], Speed: 6.168 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.807
[Epoch 6][Batch 13999], Speed: 6.131 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.807
[Epoch 6][Batch 14099], Speed: 6.103 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.807
[Epoch 6][Batch 14199], Speed: 5.829 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.807
[Epoch 6][Batch 14299], Speed: 5.776 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.807
[Epoch 6][Batch 14399], Speed: 6.068 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.807
[Epoch 6][Batch 14499], Speed: 5.752 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.807
[Epoch 6][Batch 14599], Speed: 5.361 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.807
[Epoch 6] Training cost: 19852.598, RPN_Conf=0.029,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.229
[Epoch 6] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.373
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.586
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.405
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.226
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.409
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.476
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.309
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.506
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.537
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.359
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.575
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.653
person=52.6
bicycle=30.8
car=43.1
motorcycle=42.1
airplane=54.4
bus=58.8
train=57.6
truck=28.7
boat=22.8
traffic light=27.1
fire hydrant=66.3
stop sign=60.2
parking meter=40.9
bench=23.3
bird=33.5
cat=61.7
dog=53.4
horse=40.9
sheep=45.5
cow=49.6
elephant=46.9
bear=66.1
zebra=58.7
giraffe=64.9
backpack=13.0
umbrella=35.4
handbag=11.6
tie=31.1
suitcase=32.0
frisbee=65.2
skis=18.5
snowboard=33.3
sports ball=40.5
kite=35.2
baseball bat=30.7
baseball glove=37.6
skateboard=40.0
surfboard=32.6
tennis racket=47.8
bottle=39.0
wine glass=33.5
cup=40.8
fork=32.8
knife=17.6
spoon=14.9
bowl=38.7
banana=23.8
apple=16.4
sandwich=28.1
orange=25.3
broccoli=21.3
carrot=17.4
hot dog=18.5
pizza=47.1
donut=46.9
cake=35.3
chair=27.4
couch=37.0
potted plant=25.2
bed=31.8
dining table=22.5
toilet=54.3
tv=51.1
laptop=52.7
mouse=59.4
remote=31.1
keyboard=48.4
cell phone=31.9
microwave=52.9
oven=29.7
toaster=22.4
sink=32.3
refrigerator=48.2
book=17.3
clock=45.8
vase=36.5
scissors=33.1
teddy bear=41.6
hair drier=0.0
toothbrush=20.2
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=37.3
[Epoch 6] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0006_37.3000.params
[Epoch 7][Batch 99], Speed: 6.225 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.234,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.806
[Epoch 7][Batch 199], Speed: 6.680 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.232,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.806
[Epoch 7][Batch 299], Speed: 6.347 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.232,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.806
[Epoch 7][Batch 399], Speed: 5.925 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.232,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.806
[Epoch 7][Batch 499], Speed: 6.372 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.229,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.806
[Epoch 7][Batch 599], Speed: 6.046 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.228,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.806
[Epoch 7][Batch 699], Speed: 5.919 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.806
[Epoch 7][Batch 799], Speed: 5.858 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.805
[Epoch 7][Batch 899], Speed: 5.808 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.805
[Epoch 7][Batch 999], Speed: 5.688 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.225,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.805
[Epoch 7][Batch 1099], Speed: 6.127 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.805
[Epoch 7][Batch 1199], Speed: 6.084 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.805
[Epoch 7][Batch 1299], Speed: 6.056 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.805
[Epoch 7][Batch 1399], Speed: 5.511 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.805
[Epoch 7][Batch 1499], Speed: 5.779 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.804
[Epoch 7][Batch 1599], Speed: 6.104 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.804
[Epoch 7][Batch 1699], Speed: 5.748 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.225,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.804
[Epoch 7][Batch 1799], Speed: 5.658 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.225,RPNAcc=0.987,RPNL1Loss=0.265,RCNNAcc=0.932,RCNNL1Loss=0.804
[Epoch 7][Batch 1899], Speed: 5.788 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.225,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.932,RCNNL1Loss=0.804
[Epoch 7][Batch 1999], Speed: 5.825 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.225,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.932,RCNNL1Loss=0.804
[Epoch 7][Batch 2099], Speed: 5.641 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.225,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.932,RCNNL1Loss=0.804
[Epoch 7][Batch 2199], Speed: 5.990 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.225,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.932,RCNNL1Loss=0.804
[Epoch 7][Batch 2299], Speed: 6.134 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.225,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.933,RCNNL1Loss=0.803
[Epoch 7][Batch 2399], Speed: 5.716 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.225,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.933,RCNNL1Loss=0.803
[Epoch 7][Batch 2499], Speed: 5.876 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.225,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.933,RCNNL1Loss=0.803
[Epoch 7][Batch 2599], Speed: 6.170 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.225,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.933,RCNNL1Loss=0.803
[Epoch 7][Batch 2699], Speed: 5.938 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.933,RCNNL1Loss=0.803
[Epoch 7][Batch 2799], Speed: 5.639 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.225,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.933,RCNNL1Loss=0.803
[Epoch 7][Batch 2899], Speed: 6.032 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.225,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.933,RCNNL1Loss=0.803
[Epoch 7][Batch 2999], Speed: 6.030 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.225,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.933,RCNNL1Loss=0.802
[Epoch 7][Batch 3099], Speed: 6.222 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.933,RCNNL1Loss=0.802
[Epoch 7][Batch 3199], Speed: 6.042 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.225,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.933,RCNNL1Loss=0.802
[Epoch 7][Batch 3299], Speed: 5.990 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.225,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.933,RCNNL1Loss=0.802
[Epoch 7][Batch 3399], Speed: 5.591 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.225,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.933,RCNNL1Loss=0.802
[Epoch 7][Batch 3499], Speed: 6.156 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.225,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.933,RCNNL1Loss=0.802
[Epoch 7][Batch 3599], Speed: 5.843 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.225,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.933,RCNNL1Loss=0.802
[Epoch 7][Batch 3699], Speed: 6.094 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.225,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.933,RCNNL1Loss=0.802
[Epoch 7][Batch 3799], Speed: 5.969 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.225,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.933,RCNNL1Loss=0.801
[Epoch 7][Batch 3899], Speed: 5.848 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.225,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.933,RCNNL1Loss=0.801
[Epoch 7][Batch 3999], Speed: 6.019 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.225,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.933,RCNNL1Loss=0.801
[Epoch 7][Batch 4099], Speed: 5.890 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.933,RCNNL1Loss=0.801
[Epoch 7][Batch 4199], Speed: 5.625 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.933,RCNNL1Loss=0.801
[Epoch 7][Batch 4299], Speed: 6.225 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.933,RCNNL1Loss=0.801
[Epoch 7][Batch 4399], Speed: 5.757 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.264,RCNNAcc=0.933,RCNNL1Loss=0.801
[Epoch 7][Batch 4499], Speed: 5.578 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.801
[Epoch 7][Batch 4599], Speed: 6.328 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.801
[Epoch 7][Batch 4699], Speed: 6.228 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.800
[Epoch 7][Batch 4799], Speed: 5.743 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.800
[Epoch 7][Batch 4899], Speed: 5.635 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.800
[Epoch 7][Batch 4999], Speed: 5.698 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.800
[Epoch 7][Batch 5099], Speed: 6.099 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.800
[Epoch 7][Batch 5199], Speed: 5.157 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.800
[Epoch 7][Batch 5299], Speed: 6.147 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.800
[Epoch 7][Batch 5399], Speed: 6.384 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.800
[Epoch 7][Batch 5499], Speed: 5.804 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.800
[Epoch 7][Batch 5599], Speed: 5.642 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.799
[Epoch 7][Batch 5699], Speed: 5.994 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.799
[Epoch 7][Batch 5799], Speed: 5.703 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.799
[Epoch 7][Batch 5899], Speed: 6.096 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.799
[Epoch 7][Batch 5999], Speed: 6.318 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.799
[Epoch 7][Batch 6099], Speed: 5.887 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.799
[Epoch 7][Batch 6199], Speed: 5.958 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.799
[Epoch 7][Batch 6299], Speed: 5.747 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.799
[Epoch 7][Batch 6399], Speed: 5.954 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.799
[Epoch 7][Batch 6499], Speed: 5.743 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.798
[Epoch 7][Batch 6599], Speed: 6.307 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.798
[Epoch 7][Batch 6699], Speed: 5.491 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.798
[Epoch 7][Batch 6799], Speed: 5.695 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.798
[Epoch 7][Batch 6899], Speed: 5.865 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.798
[Epoch 7][Batch 6999], Speed: 5.969 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.798
[Epoch 7][Batch 7099], Speed: 5.641 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.798
[Epoch 7][Batch 7199], Speed: 5.337 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.263,RCNNAcc=0.933,RCNNL1Loss=0.798
[Epoch 7][Batch 7299], Speed: 6.126 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.798
[Epoch 7][Batch 7399], Speed: 5.928 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.797
[Epoch 7][Batch 7499], Speed: 5.712 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.797
[Epoch 7][Batch 7599], Speed: 6.208 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.797
[Epoch 7][Batch 7699], Speed: 5.808 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.797
[Epoch 7][Batch 7799], Speed: 5.319 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.797
[Epoch 7][Batch 7899], Speed: 5.919 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.797
[Epoch 7][Batch 7999], Speed: 5.821 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.797
[Epoch 7][Batch 8099], Speed: 6.095 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.797
[Epoch 7][Batch 8199], Speed: 5.753 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.797
[Epoch 7][Batch 8299], Speed: 5.811 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.796
[Epoch 7][Batch 8399], Speed: 6.257 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.796
[Epoch 7][Batch 8499], Speed: 5.483 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.796
[Epoch 7][Batch 8599], Speed: 6.074 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.796
[Epoch 7][Batch 8699], Speed: 5.466 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.796
[Epoch 7][Batch 8799], Speed: 6.336 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.796
[Epoch 7][Batch 8899], Speed: 6.187 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.796
[Epoch 7][Batch 8999], Speed: 6.649 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.796
[Epoch 7][Batch 9099], Speed: 6.278 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.796
[Epoch 7][Batch 9199], Speed: 5.826 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.795
[Epoch 7][Batch 9299], Speed: 5.957 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.795
[Epoch 7][Batch 9399], Speed: 6.451 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.795
[Epoch 7][Batch 9499], Speed: 6.090 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.795
[Epoch 7][Batch 9599], Speed: 5.757 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.795
[Epoch 7][Batch 9699], Speed: 5.518 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.795
[Epoch 7][Batch 9799], Speed: 5.816 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.795
[Epoch 7][Batch 9899], Speed: 6.051 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.795
[Epoch 7][Batch 9999], Speed: 5.531 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.795
[Epoch 7][Batch 10099], Speed: 5.782 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.795
[Epoch 7][Batch 10199], Speed: 5.652 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.794
[Epoch 7][Batch 10299], Speed: 6.327 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.794
[Epoch 7][Batch 10399], Speed: 5.769 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.262,RCNNAcc=0.933,RCNNL1Loss=0.794
[Epoch 7][Batch 10499], Speed: 5.924 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.794
[Epoch 7][Batch 10599], Speed: 5.944 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.794
[Epoch 7][Batch 10699], Speed: 5.720 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.794
[Epoch 7][Batch 10799], Speed: 5.913 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.794
[Epoch 7][Batch 10899], Speed: 6.306 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.794
[Epoch 7][Batch 10999], Speed: 5.581 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.794
[Epoch 7][Batch 11099], Speed: 5.512 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.793
[Epoch 7][Batch 11199], Speed: 6.130 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.793
[Epoch 7][Batch 11299], Speed: 6.015 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.793
[Epoch 7][Batch 11399], Speed: 5.842 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.793
[Epoch 7][Batch 11499], Speed: 5.847 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.793
[Epoch 7][Batch 11599], Speed: 5.778 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.793
[Epoch 7][Batch 11699], Speed: 6.618 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.793
[Epoch 7][Batch 11799], Speed: 5.573 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.793
[Epoch 7][Batch 11899], Speed: 6.488 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.793
[Epoch 7][Batch 11999], Speed: 6.300 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.793
[Epoch 7][Batch 12099], Speed: 6.289 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.792
[Epoch 7][Batch 12199], Speed: 5.672 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.792
[Epoch 7][Batch 12299], Speed: 5.917 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.792
[Epoch 7][Batch 12399], Speed: 5.672 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.792
[Epoch 7][Batch 12499], Speed: 5.971 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.792
[Epoch 7][Batch 12599], Speed: 5.748 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.792
[Epoch 7][Batch 12699], Speed: 5.513 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.792
[Epoch 7][Batch 12799], Speed: 5.802 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.792
[Epoch 7][Batch 12899], Speed: 5.687 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.792
[Epoch 7][Batch 12999], Speed: 5.707 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.792
[Epoch 7][Batch 13099], Speed: 6.111 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.792
[Epoch 7][Batch 13199], Speed: 5.905 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.791
[Epoch 7][Batch 13299], Speed: 5.938 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.791
[Epoch 7][Batch 13399], Speed: 6.087 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.791
[Epoch 7][Batch 13499], Speed: 5.776 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.791
[Epoch 7][Batch 13599], Speed: 6.109 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.791
[Epoch 7][Batch 13699], Speed: 6.284 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.791
[Epoch 7][Batch 13799], Speed: 5.715 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.791
[Epoch 7][Batch 13899], Speed: 5.778 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.261,RCNNAcc=0.933,RCNNL1Loss=0.791
[Epoch 7][Batch 13999], Speed: 5.626 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.791
[Epoch 7][Batch 14099], Speed: 5.392 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.791
[Epoch 7][Batch 14199], Speed: 6.155 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.790
[Epoch 7][Batch 14299], Speed: 6.043 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.790
[Epoch 7][Batch 14399], Speed: 5.606 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.790
[Epoch 7][Batch 14499], Speed: 5.362 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.790
[Epoch 7][Batch 14599], Speed: 5.729 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.226,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.790
[Epoch 7] Training cost: 19889.446, RPN_Conf=0.028,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.226
[Epoch 7] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.376
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.591
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.410
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.234
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.420
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.473
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.316
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.510
 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 ] = 0.370
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.584
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.652
person=52.8
bicycle=26.8
car=40.3
motorcycle=42.4
airplane=54.6
bus=59.1
train=60.2
truck=33.8
boat=24.2
traffic light=26.3
fire hydrant=61.3
stop sign=57.8
parking meter=35.9
bench=22.6
bird=35.8
cat=61.3
dog=51.7
horse=54.8
sheep=47.0
cow=52.0
elephant=59.1
bear=52.4
zebra=57.3
giraffe=63.3
backpack=15.3
umbrella=34.4
handbag=14.8
tie=31.9
suitcase=36.2
frisbee=62.4
skis=21.8
snowboard=31.1
sports ball=43.4
kite=41.7
baseball bat=30.0
baseball glove=37.4
skateboard=49.5
surfboard=34.0
tennis racket=45.9
bottle=40.1
wine glass=35.8
cup=40.9
fork=31.5
knife=19.4
spoon=14.7
bowl=39.5
banana=24.4
apple=16.9
sandwich=32.8
orange=20.2
broccoli=20.3
carrot=16.3
hot dog=30.0
pizza=47.0
donut=38.2
cake=33.4
chair=24.7
couch=35.1
potted plant=25.4
bed=36.1
dining table=24.1
toilet=55.2
tv=51.4
laptop=55.9
mouse=55.6
remote=32.7
keyboard=44.8
cell phone=33.9
microwave=54.2
oven=29.0
toaster=24.4
sink=33.7
refrigerator=48.6
book=13.1
clock=45.2
vase=36.3
scissors=23.7
teddy bear=39.8
hair drier=4.0
toothbrush=18.9
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=37.6
[Epoch 7] mAP 37.6 higher than current best [37.5] saving to faster_rcnn_fpn_syncbn_resnest269_coco_best.params
[Epoch 7] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0007_37.6000.params
[Epoch 8][Batch 99], Speed: 6.424 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.235,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.790
[Epoch 8][Batch 199], Speed: 6.258 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.225,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.790
[Epoch 8][Batch 299], Speed: 6.122 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.790
[Epoch 8][Batch 399], Speed: 6.259 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.790
[Epoch 8][Batch 499], Speed: 6.695 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.789
[Epoch 8][Batch 599], Speed: 6.734 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.789
[Epoch 8][Batch 699], Speed: 6.214 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.222,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.789
[Epoch 8][Batch 799], Speed: 6.124 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.221,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.789
[Epoch 8][Batch 899], Speed: 6.339 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.222,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.789
[Epoch 8][Batch 999], Speed: 5.843 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.222,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.789
[Epoch 8][Batch 1099], Speed: 5.731 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.221,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.789
[Epoch 8][Batch 1199], Speed: 5.992 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.221,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.789
[Epoch 8][Batch 1299], Speed: 5.992 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.221,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.788
[Epoch 8][Batch 1399], Speed: 6.633 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.221,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.788
[Epoch 8][Batch 1499], Speed: 6.337 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.221,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.788
[Epoch 8][Batch 1599], Speed: 6.856 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.222,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.788
[Epoch 8][Batch 1699], Speed: 5.570 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.221,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.788
[Epoch 8][Batch 1799], Speed: 5.783 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.221,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.788
[Epoch 8][Batch 1899], Speed: 5.689 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.221,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.933,RCNNL1Loss=0.788
[Epoch 8][Batch 1999], Speed: 6.001 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.221,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.934,RCNNL1Loss=0.788
[Epoch 8][Batch 2099], Speed: 6.052 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.221,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.934,RCNNL1Loss=0.788
[Epoch 8][Batch 2199], Speed: 6.592 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.221,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.934,RCNNL1Loss=0.787
[Epoch 8][Batch 2299], Speed: 6.215 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.221,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.934,RCNNL1Loss=0.787
[Epoch 8][Batch 2399], Speed: 6.430 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.221,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.934,RCNNL1Loss=0.787
[Epoch 8][Batch 2499], Speed: 5.638 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.221,RPNAcc=0.987,RPNL1Loss=0.260,RCNNAcc=0.934,RCNNL1Loss=0.787
[Epoch 8][Batch 2599], Speed: 6.213 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.221,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.787
[Epoch 8][Batch 2699], Speed: 6.356 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.221,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.787
[Epoch 8][Batch 2799], Speed: 6.445 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.221,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.787
[Epoch 8][Batch 2899], Speed: 5.398 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.222,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.787
[Epoch 8][Batch 2999], Speed: 5.752 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.222,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.787
[Epoch 8][Batch 3099], Speed: 5.875 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.222,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.787
[Epoch 8][Batch 3199], Speed: 6.228 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.786
[Epoch 8][Batch 3299], Speed: 6.296 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.786
[Epoch 8][Batch 3399], Speed: 6.157 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.786
[Epoch 8][Batch 3499], Speed: 5.722 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.786
[Epoch 8][Batch 3599], Speed: 5.890 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.786
[Epoch 8][Batch 3699], Speed: 5.741 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.786
[Epoch 8][Batch 3799], Speed: 5.653 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.786
[Epoch 8][Batch 3899], Speed: 5.912 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.786
[Epoch 8][Batch 3999], Speed: 5.677 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.786
[Epoch 8][Batch 4099], Speed: 5.775 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.785
[Epoch 8][Batch 4199], Speed: 5.705 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.785
[Epoch 8][Batch 4299], Speed: 6.030 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.785
[Epoch 8][Batch 4399], Speed: 5.583 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.785
[Epoch 8][Batch 4499], Speed: 5.618 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.785
[Epoch 8][Batch 4599], Speed: 6.634 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.785
[Epoch 8][Batch 4699], Speed: 5.581 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.785
[Epoch 8][Batch 4799], Speed: 5.718 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.785
[Epoch 8][Batch 4899], Speed: 5.774 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.785
[Epoch 8][Batch 4999], Speed: 5.526 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.785
[Epoch 8][Batch 5099], Speed: 5.638 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.785
[Epoch 8][Batch 5199], Speed: 5.888 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.784
[Epoch 8][Batch 5299], Speed: 6.068 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.784
[Epoch 8][Batch 5399], Speed: 5.548 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.784
[Epoch 8][Batch 5499], Speed: 6.028 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.784
[Epoch 8][Batch 5599], Speed: 5.785 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.784
[Epoch 8][Batch 5699], Speed: 6.187 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.784
[Epoch 8][Batch 5799], Speed: 5.951 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.259,RCNNAcc=0.934,RCNNL1Loss=0.784
[Epoch 8][Batch 5899], Speed: 5.906 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.784
[Epoch 8][Batch 5999], Speed: 5.758 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.784
[Epoch 8][Batch 6099], Speed: 5.905 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.784
[Epoch 8][Batch 6199], Speed: 6.100 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.783
[Epoch 8][Batch 6299], Speed: 5.706 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.783
[Epoch 8][Batch 6399], Speed: 5.945 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.783
[Epoch 8][Batch 6499], Speed: 6.179 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.783
[Epoch 8][Batch 6599], Speed: 5.243 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.783
[Epoch 8][Batch 6699], Speed: 5.632 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.783
[Epoch 8][Batch 6799], Speed: 6.091 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.783
[Epoch 8][Batch 6899], Speed: 5.893 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.783
[Epoch 8][Batch 6999], Speed: 6.042 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.783
[Epoch 8][Batch 7099], Speed: 6.309 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.783
[Epoch 8][Batch 7199], Speed: 5.753 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.783
[Epoch 8][Batch 7299], Speed: 5.864 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.782
[Epoch 8][Batch 7399], Speed: 6.059 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.782
[Epoch 8][Batch 7499], Speed: 5.767 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.782
[Epoch 8][Batch 7599], Speed: 6.068 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.782
[Epoch 8][Batch 7699], Speed: 6.068 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.782
[Epoch 8][Batch 7799], Speed: 5.979 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.782
[Epoch 8][Batch 7899], Speed: 5.599 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.782
[Epoch 8][Batch 7999], Speed: 5.544 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.782
[Epoch 8][Batch 8099], Speed: 6.064 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.782
[Epoch 8][Batch 8199], Speed: 5.488 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.782
[Epoch 8][Batch 8299], Speed: 6.181 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.782
[Epoch 8][Batch 8399], Speed: 6.136 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.781
[Epoch 8][Batch 8499], Speed: 5.936 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.781
[Epoch 8][Batch 8599], Speed: 6.164 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.781
[Epoch 8][Batch 8699], Speed: 5.487 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.781
[Epoch 8][Batch 8799], Speed: 5.952 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.781
[Epoch 8][Batch 8899], Speed: 5.880 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.781
[Epoch 8][Batch 8999], Speed: 6.000 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.781
[Epoch 8][Batch 9099], Speed: 6.135 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.781
[Epoch 8][Batch 9199], Speed: 6.058 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.781
[Epoch 8][Batch 9299], Speed: 5.809 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.258,RCNNAcc=0.934,RCNNL1Loss=0.781
[Epoch 8][Batch 9399], Speed: 6.092 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.781
[Epoch 8][Batch 9499], Speed: 5.506 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.780
[Epoch 8][Batch 9599], Speed: 5.934 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.780
[Epoch 8][Batch 9699], Speed: 5.635 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.780
[Epoch 8][Batch 9799], Speed: 6.214 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.780
[Epoch 8][Batch 9899], Speed: 6.084 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.780
[Epoch 8][Batch 9999], Speed: 6.208 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.780
[Epoch 8][Batch 10099], Speed: 5.790 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.780
[Epoch 8][Batch 10199], Speed: 5.604 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.780
[Epoch 8][Batch 10299], Speed: 5.852 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.780
[Epoch 8][Batch 10399], Speed: 6.180 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.780
[Epoch 8][Batch 10499], Speed: 6.183 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.780
[Epoch 8][Batch 10599], Speed: 6.079 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.779
[Epoch 8][Batch 10699], Speed: 5.869 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.779
[Epoch 8][Batch 10799], Speed: 5.633 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.779
[Epoch 8][Batch 10899], Speed: 6.010 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.779
[Epoch 8][Batch 10999], Speed: 6.393 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.779
[Epoch 8][Batch 11099], Speed: 5.848 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.779
[Epoch 8][Batch 11199], Speed: 6.087 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.779
[Epoch 8][Batch 11299], Speed: 5.355 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.779
[Epoch 8][Batch 11399], Speed: 6.154 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.779
[Epoch 8][Batch 11499], Speed: 6.028 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.779
[Epoch 8][Batch 11599], Speed: 5.938 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.779
[Epoch 8][Batch 11699], Speed: 5.885 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.779
[Epoch 8][Batch 11799], Speed: 5.713 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.778
[Epoch 8][Batch 11899], Speed: 6.229 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.778
[Epoch 8][Batch 11999], Speed: 5.686 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.224,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.778
[Epoch 8][Batch 12099], Speed: 5.347 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.778
[Epoch 8][Batch 12199], Speed: 6.289 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.778
[Epoch 8][Batch 12299], Speed: 6.205 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.778
[Epoch 8][Batch 12399], Speed: 5.465 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.778
[Epoch 8][Batch 12499], Speed: 6.230 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.778
[Epoch 8][Batch 12599], Speed: 6.282 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.778
[Epoch 8][Batch 12699], Speed: 5.702 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.778
[Epoch 8][Batch 12799], Speed: 5.780 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.778
[Epoch 8][Batch 12899], Speed: 5.313 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.778
[Epoch 8][Batch 12999], Speed: 5.853 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.777
[Epoch 8][Batch 13099], Speed: 5.468 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.777
[Epoch 8][Batch 13199], Speed: 5.835 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.257,RCNNAcc=0.934,RCNNL1Loss=0.777
[Epoch 8][Batch 13299], Speed: 6.265 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.777
[Epoch 8][Batch 13399], Speed: 6.085 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.777
[Epoch 8][Batch 13499], Speed: 6.132 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.777
[Epoch 8][Batch 13599], Speed: 5.925 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.777
[Epoch 8][Batch 13699], Speed: 6.001 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.777
[Epoch 8][Batch 13799], Speed: 5.696 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.777
[Epoch 8][Batch 13899], Speed: 6.154 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.777
[Epoch 8][Batch 13999], Speed: 6.234 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.777
[Epoch 8][Batch 14099], Speed: 6.472 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.777
[Epoch 8][Batch 14199], Speed: 5.633 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.776
[Epoch 8][Batch 14299], Speed: 6.018 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.776
[Epoch 8][Batch 14399], Speed: 5.810 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.776
[Epoch 8][Batch 14499], Speed: 5.848 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.776
[Epoch 8][Batch 14599], Speed: 6.067 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.776
[Epoch 8] Training cost: 19745.254, RPN_Conf=0.028,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.223
[Epoch 8] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.381
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.591
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.415
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.244
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.420
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.482
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.315
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.513
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.544
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.382
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.583
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.654
person=52.3
bicycle=28.2
car=42.1
motorcycle=42.1
airplane=58.2
bus=60.0
train=58.0
truck=30.8
boat=24.5
traffic light=21.6
fire hydrant=61.5
stop sign=60.3
parking meter=47.5
bench=22.7
bird=32.5
cat=61.9
dog=53.2
horse=49.4
sheep=47.4
cow=54.7
elephant=58.7
bear=61.0
zebra=60.0
giraffe=57.9
backpack=12.9
umbrella=36.4
handbag=15.5
tie=31.5
suitcase=35.7
frisbee=65.1
skis=21.9
snowboard=42.5
sports ball=40.2
kite=39.3
baseball bat=29.0
baseball glove=35.9
skateboard=48.8
surfboard=37.1
tennis racket=45.1
bottle=38.4
wine glass=33.8
cup=42.8
fork=32.6
knife=18.8
spoon=17.8
bowl=37.3
banana=24.0
apple=12.8
sandwich=30.7
orange=22.0
broccoli=18.4
carrot=19.6
hot dog=24.1
pizza=49.4
donut=47.7
cake=30.6
chair=26.5
couch=37.8
potted plant=26.0
bed=33.8
dining table=23.3
toilet=55.6
tv=53.0
laptop=57.2
mouse=56.9
remote=30.7
keyboard=46.1
cell phone=32.7
microwave=53.7
oven=31.3
toaster=34.0
sink=35.2
refrigerator=50.8
book=14.0
clock=48.1
vase=29.6
scissors=20.1
teddy bear=41.5
hair drier=1.7
toothbrush=21.3
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=38.1
[Epoch 8] mAP 38.1 higher than current best [37.6] saving to faster_rcnn_fpn_syncbn_resnest269_coco_best.params
[Epoch 8] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0008_38.1000.params
[Epoch 9][Batch 99], Speed: 6.452 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.220,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.776
[Epoch 9][Batch 199], Speed: 6.642 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.217,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.776
[Epoch 9][Batch 299], Speed: 5.469 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.217,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.776
[Epoch 9][Batch 399], Speed: 5.829 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.218,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.776
[Epoch 9][Batch 499], Speed: 6.094 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.219,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.776
[Epoch 9][Batch 599], Speed: 5.595 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.775
[Epoch 9][Batch 699], Speed: 6.201 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.219,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.775
[Epoch 9][Batch 799], Speed: 5.730 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.219,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.775
[Epoch 9][Batch 899], Speed: 6.044 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.219,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.775
[Epoch 9][Batch 999], Speed: 6.825 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.217,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.775
[Epoch 9][Batch 1099], Speed: 6.490 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.217,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.775
[Epoch 9][Batch 1199], Speed: 6.250 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.217,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.775
[Epoch 9][Batch 1299], Speed: 5.497 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.217,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.775
[Epoch 9][Batch 1399], Speed: 5.948 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.217,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.775
[Epoch 9][Batch 1499], Speed: 6.260 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.217,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.775
[Epoch 9][Batch 1599], Speed: 6.280 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.218,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.775
[Epoch 9][Batch 1699], Speed: 5.924 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.218,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.774
[Epoch 9][Batch 1799], Speed: 5.942 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.219,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.774
[Epoch 9][Batch 1899], Speed: 6.313 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.218,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.774
[Epoch 9][Batch 1999], Speed: 5.303 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.218,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.774
[Epoch 9][Batch 2099], Speed: 5.790 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.219,RPNAcc=0.987,RPNL1Loss=0.256,RCNNAcc=0.934,RCNNL1Loss=0.774
[Epoch 9][Batch 2199], Speed: 5.948 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.219,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.934,RCNNL1Loss=0.774
[Epoch 9][Batch 2299], Speed: 5.755 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.219,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.934,RCNNL1Loss=0.774
[Epoch 9][Batch 2399], Speed: 6.009 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.219,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.934,RCNNL1Loss=0.774
[Epoch 9][Batch 2499], Speed: 6.133 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.219,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.934,RCNNL1Loss=0.774
[Epoch 9][Batch 2599], Speed: 6.046 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.219,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.934,RCNNL1Loss=0.774
[Epoch 9][Batch 2699], Speed: 6.374 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.219,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.934,RCNNL1Loss=0.774
[Epoch 9][Batch 2799], Speed: 5.118 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.219,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.934,RCNNL1Loss=0.773
[Epoch 9][Batch 2899], Speed: 6.054 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.219,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.934,RCNNL1Loss=0.773
[Epoch 9][Batch 2999], Speed: 5.732 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.219,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.934,RCNNL1Loss=0.773
[Epoch 9][Batch 3099], Speed: 6.219 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.219,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.934,RCNNL1Loss=0.773
[Epoch 9][Batch 3199], Speed: 5.995 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.219,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.934,RCNNL1Loss=0.773
[Epoch 9][Batch 3299], Speed: 6.116 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.220,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.934,RCNNL1Loss=0.773
[Epoch 9][Batch 3399], Speed: 5.693 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.220,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.934,RCNNL1Loss=0.773
[Epoch 9][Batch 3499], Speed: 6.178 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.220,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.934,RCNNL1Loss=0.773
[Epoch 9][Batch 3599], Speed: 5.866 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.219,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.934,RCNNL1Loss=0.773
[Epoch 9][Batch 3699], Speed: 5.830 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.219,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.934,RCNNL1Loss=0.773
[Epoch 9][Batch 3799], Speed: 6.110 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.219,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.934,RCNNL1Loss=0.773
[Epoch 9][Batch 3899], Speed: 5.931 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.220,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.934,RCNNL1Loss=0.772
[Epoch 9][Batch 3999], Speed: 5.886 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.220,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.935,RCNNL1Loss=0.772
[Epoch 9][Batch 4099], Speed: 5.601 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.935,RCNNL1Loss=0.772
[Epoch 9][Batch 4199], Speed: 5.689 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.935,RCNNL1Loss=0.772
[Epoch 9][Batch 4299], Speed: 6.614 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.935,RCNNL1Loss=0.772
[Epoch 9][Batch 4399], Speed: 5.572 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.935,RCNNL1Loss=0.772
[Epoch 9][Batch 4499], Speed: 5.850 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.935,RCNNL1Loss=0.772
[Epoch 9][Batch 4599], Speed: 5.992 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.935,RCNNL1Loss=0.772
[Epoch 9][Batch 4699], Speed: 6.054 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.935,RCNNL1Loss=0.772
[Epoch 9][Batch 4799], Speed: 5.582 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.935,RCNNL1Loss=0.772
[Epoch 9][Batch 4899], Speed: 5.669 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.935,RCNNL1Loss=0.772
[Epoch 9][Batch 4999], Speed: 6.319 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.220,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.935,RCNNL1Loss=0.771
[Epoch 9][Batch 5099], Speed: 5.730 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.935,RCNNL1Loss=0.771
[Epoch 9][Batch 5199], Speed: 6.277 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.987,RPNL1Loss=0.255,RCNNAcc=0.935,RCNNL1Loss=0.771
[Epoch 9][Batch 5299], Speed: 6.246 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.255,RCNNAcc=0.935,RCNNL1Loss=0.771
[Epoch 9][Batch 5399], Speed: 5.572 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.255,RCNNAcc=0.935,RCNNL1Loss=0.771
[Epoch 9][Batch 5499], Speed: 5.778 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.255,RCNNAcc=0.935,RCNNL1Loss=0.771
[Epoch 9][Batch 5599], Speed: 5.819 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.255,RCNNAcc=0.935,RCNNL1Loss=0.771
[Epoch 9][Batch 5699], Speed: 6.160 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.255,RCNNAcc=0.935,RCNNL1Loss=0.771
[Epoch 9][Batch 5799], Speed: 5.945 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.255,RCNNAcc=0.935,RCNNL1Loss=0.771
[Epoch 9][Batch 5899], Speed: 5.713 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.255,RCNNAcc=0.935,RCNNL1Loss=0.771
[Epoch 9][Batch 5999], Speed: 5.548 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.255,RCNNAcc=0.935,RCNNL1Loss=0.771
[Epoch 9][Batch 6099], Speed: 5.919 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.771
[Epoch 9][Batch 6199], Speed: 5.227 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.770
[Epoch 9][Batch 6299], Speed: 6.120 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.770
[Epoch 9][Batch 6399], Speed: 5.290 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.770
[Epoch 9][Batch 6499], Speed: 5.531 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.770
[Epoch 9][Batch 6599], Speed: 6.511 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.770
[Epoch 9][Batch 6699], Speed: 5.628 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.770
[Epoch 9][Batch 6799], Speed: 6.190 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.770
[Epoch 9][Batch 6899], Speed: 6.332 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.770
[Epoch 9][Batch 6999], Speed: 5.842 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.770
[Epoch 9][Batch 7099], Speed: 5.883 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.770
[Epoch 9][Batch 7199], Speed: 5.642 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.770
[Epoch 9][Batch 7299], Speed: 5.839 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.770
[Epoch 9][Batch 7399], Speed: 5.798 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.769
[Epoch 9][Batch 7499], Speed: 6.107 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.769
[Epoch 9][Batch 7599], Speed: 5.690 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.769
[Epoch 9][Batch 7699], Speed: 5.842 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.769
[Epoch 9][Batch 7799], Speed: 5.355 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.769
[Epoch 9][Batch 7899], Speed: 5.864 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.769
[Epoch 9][Batch 7999], Speed: 6.089 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.769
[Epoch 9][Batch 8099], Speed: 5.950 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.769
[Epoch 9][Batch 8199], Speed: 5.971 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.769
[Epoch 9][Batch 8299], Speed: 5.842 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.769
[Epoch 9][Batch 8399], Speed: 5.634 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.769
[Epoch 9][Batch 8499], Speed: 5.934 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.769
[Epoch 9][Batch 8599], Speed: 6.108 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.769
[Epoch 9][Batch 8699], Speed: 5.844 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.768
[Epoch 9][Batch 8799], Speed: 5.839 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.768
[Epoch 9][Batch 8899], Speed: 6.457 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.768
[Epoch 9][Batch 8999], Speed: 4.955 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.768
[Epoch 9][Batch 9099], Speed: 5.818 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.768
[Epoch 9][Batch 9199], Speed: 5.741 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.768
[Epoch 9][Batch 9299], Speed: 5.614 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.768
[Epoch 9][Batch 9399], Speed: 6.047 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.768
[Epoch 9][Batch 9499], Speed: 5.890 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.768
[Epoch 9][Batch 9599], Speed: 5.435 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.768
[Epoch 9][Batch 9699], Speed: 5.803 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.768
[Epoch 9][Batch 9799], Speed: 5.604 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.768
[Epoch 9][Batch 9899], Speed: 5.774 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.219,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.768
[Epoch 9][Batch 9999], Speed: 6.275 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.219,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.767
[Epoch 9][Batch 10099], Speed: 5.370 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.767
[Epoch 9][Batch 10199], Speed: 6.136 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.767
[Epoch 9][Batch 10299], Speed: 6.544 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.767
[Epoch 9][Batch 10399], Speed: 5.638 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.254,RCNNAcc=0.935,RCNNL1Loss=0.767
[Epoch 9][Batch 10499], Speed: 6.144 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.767
[Epoch 9][Batch 10599], Speed: 5.533 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.767
[Epoch 9][Batch 10699], Speed: 5.860 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.767
[Epoch 9][Batch 10799], Speed: 6.171 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.219,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.767
[Epoch 9][Batch 10899], Speed: 5.897 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.219,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.767
[Epoch 9][Batch 10999], Speed: 6.085 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.219,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.767
[Epoch 9][Batch 11099], Speed: 6.264 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.767
[Epoch 9][Batch 11199], Speed: 5.333 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.767
[Epoch 9][Batch 11299], Speed: 6.290 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.767
[Epoch 9][Batch 11399], Speed: 5.891 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.766
[Epoch 9][Batch 11499], Speed: 6.303 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.766
[Epoch 9][Batch 11599], Speed: 5.791 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.766
[Epoch 9][Batch 11699], Speed: 5.419 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.766
[Epoch 9][Batch 11799], Speed: 6.447 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.766
[Epoch 9][Batch 11899], Speed: 5.441 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.766
[Epoch 9][Batch 11999], Speed: 6.381 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.766
[Epoch 9][Batch 12099], Speed: 5.564 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.766
[Epoch 9][Batch 12199], Speed: 5.784 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.766
[Epoch 9][Batch 12299], Speed: 5.951 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.766
[Epoch 9][Batch 12399], Speed: 6.147 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.766
[Epoch 9][Batch 12499], Speed: 6.225 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.766
[Epoch 9][Batch 12599], Speed: 5.974 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.766
[Epoch 9][Batch 12699], Speed: 5.620 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.766
[Epoch 9][Batch 12799], Speed: 6.210 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.766
[Epoch 9][Batch 12899], Speed: 5.935 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.765
[Epoch 9][Batch 12999], Speed: 5.819 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.765
[Epoch 9][Batch 13099], Speed: 5.867 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.765
[Epoch 9][Batch 13199], Speed: 5.735 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.765
[Epoch 9][Batch 13299], Speed: 5.713 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.765
[Epoch 9][Batch 13399], Speed: 5.836 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.765
[Epoch 9][Batch 13499], Speed: 5.909 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.765
[Epoch 9][Batch 13599], Speed: 6.053 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.765
[Epoch 9][Batch 13699], Speed: 5.902 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.765
[Epoch 9][Batch 13799], Speed: 5.901 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.765
[Epoch 9][Batch 13899], Speed: 5.703 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.765
[Epoch 9][Batch 13999], Speed: 5.927 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.765
[Epoch 9][Batch 14099], Speed: 5.922 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.765
[Epoch 9][Batch 14199], Speed: 5.930 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.765
[Epoch 9][Batch 14299], Speed: 5.662 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.764
[Epoch 9][Batch 14399], Speed: 5.614 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.764
[Epoch 9][Batch 14499], Speed: 5.939 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.764
[Epoch 9][Batch 14599], Speed: 6.494 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.220,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.764
[Epoch 9] Training cost: 19904.499, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.220
[Epoch 9] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.373
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.583
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.406
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.244
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.421
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.477
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.313
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.508
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.537
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.354
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.582
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.667
person=53.0
bicycle=26.1
car=42.1
motorcycle=40.0
airplane=60.4
bus=60.2
train=55.6
truck=29.4
boat=22.9
traffic light=25.3
fire hydrant=62.8
stop sign=59.7
parking meter=42.2
bench=22.9
bird=33.6
cat=60.8
dog=51.2
horse=53.1
sheep=46.2
cow=49.9
elephant=53.3
bear=54.6
zebra=55.2
giraffe=60.1
backpack=13.7
umbrella=35.5
handbag=13.8
tie=32.7
suitcase=29.8
frisbee=62.8
skis=22.2
snowboard=31.9
sports ball=40.4
kite=34.1
baseball bat=27.6
baseball glove=36.6
skateboard=51.4
surfboard=35.8
tennis racket=45.8
bottle=39.4
wine glass=32.9
cup=41.7
fork=34.5
knife=17.7
spoon=15.0
bowl=35.8
banana=22.4
apple=14.0
sandwich=23.3
orange=26.7
broccoli=16.6
carrot=15.5
hot dog=32.9
pizza=46.4
donut=40.1
cake=32.3
chair=25.3
couch=37.4
potted plant=24.8
bed=30.7
dining table=22.3
toilet=49.6
tv=50.2
laptop=56.5
mouse=57.3
remote=30.0
keyboard=49.8
cell phone=31.5
microwave=55.1
oven=33.6
toaster=29.5
sink=35.4
refrigerator=48.7
book=13.9
clock=45.9
vase=36.1
scissors=27.4
teddy bear=38.7
hair drier=7.7
toothbrush=24.1
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=37.3
[Epoch 9] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0009_37.3000.params
[Epoch 10][Batch 99], Speed: 6.371 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.764
[Epoch 10][Batch 199], Speed: 6.810 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.764
[Epoch 10][Batch 299], Speed: 5.911 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.764
[Epoch 10][Batch 399], Speed: 5.990 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.764
[Epoch 10][Batch 499], Speed: 6.137 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.253,RCNNAcc=0.935,RCNNL1Loss=0.764
[Epoch 10][Batch 599], Speed: 5.882 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.764
[Epoch 10][Batch 699], Speed: 6.342 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.764
[Epoch 10][Batch 799], Speed: 5.845 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.764
[Epoch 10][Batch 899], Speed: 6.036 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.763
[Epoch 10][Batch 999], Speed: 6.074 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.763
[Epoch 10][Batch 1099], Speed: 6.161 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.763
[Epoch 10][Batch 1199], Speed: 5.871 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.763
[Epoch 10][Batch 1299], Speed: 5.883 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.763
[Epoch 10][Batch 1399], Speed: 6.089 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.763
[Epoch 10][Batch 1499], Speed: 5.606 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.763
[Epoch 10][Batch 1599], Speed: 5.341 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.763
[Epoch 10][Batch 1699], Speed: 5.758 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.763
[Epoch 10][Batch 1799], Speed: 5.790 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.763
[Epoch 10][Batch 1899], Speed: 5.669 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.763
[Epoch 10][Batch 1999], Speed: 6.077 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.763
[Epoch 10][Batch 2099], Speed: 5.953 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.762
[Epoch 10][Batch 2199], Speed: 5.646 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.762
[Epoch 10][Batch 2299], Speed: 5.911 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.762
[Epoch 10][Batch 2399], Speed: 6.193 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.762
[Epoch 10][Batch 2499], Speed: 5.505 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.762
[Epoch 10][Batch 2599], Speed: 6.223 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.762
[Epoch 10][Batch 2699], Speed: 5.580 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.762
[Epoch 10][Batch 2799], Speed: 6.305 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.762
[Epoch 10][Batch 2899], Speed: 5.629 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.762
[Epoch 10][Batch 2999], Speed: 6.202 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.762
[Epoch 10][Batch 3099], Speed: 6.038 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.762
[Epoch 10][Batch 3199], Speed: 6.346 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.762
[Epoch 10][Batch 3299], Speed: 5.537 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.762
[Epoch 10][Batch 3399], Speed: 6.618 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.761
[Epoch 10][Batch 3499], Speed: 5.944 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.761
[Epoch 10][Batch 3599], Speed: 5.532 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.761
[Epoch 10][Batch 3699], Speed: 6.289 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.761
[Epoch 10][Batch 3799], Speed: 5.409 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.761
[Epoch 10][Batch 3899], Speed: 5.625 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.761
[Epoch 10][Batch 3999], Speed: 6.165 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.761
[Epoch 10][Batch 4099], Speed: 5.544 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.761
[Epoch 10][Batch 4199], Speed: 5.772 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.761
[Epoch 10][Batch 4299], Speed: 6.042 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.761
[Epoch 10][Batch 4399], Speed: 5.585 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.761
[Epoch 10][Batch 4499], Speed: 6.532 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.761
[Epoch 10][Batch 4599], Speed: 5.436 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.761
[Epoch 10][Batch 4699], Speed: 5.706 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.760
[Epoch 10][Batch 4799], Speed: 5.944 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.252,RCNNAcc=0.935,RCNNL1Loss=0.760
[Epoch 10][Batch 4899], Speed: 5.479 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.760
[Epoch 10][Batch 4999], Speed: 5.969 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.760
[Epoch 10][Batch 5099], Speed: 6.161 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.760
[Epoch 10][Batch 5199], Speed: 5.646 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.760
[Epoch 10][Batch 5299], Speed: 5.818 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.760
[Epoch 10][Batch 5399], Speed: 6.028 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.760
[Epoch 10][Batch 5499], Speed: 5.542 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.760
[Epoch 10][Batch 5599], Speed: 6.010 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.760
[Epoch 10][Batch 5699], Speed: 6.600 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.760
[Epoch 10][Batch 5799], Speed: 5.533 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.760
[Epoch 10][Batch 5899], Speed: 6.470 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.760
[Epoch 10][Batch 5999], Speed: 6.068 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.760
[Epoch 10][Batch 6099], Speed: 5.829 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.759
[Epoch 10][Batch 6199], Speed: 5.705 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.759
[Epoch 10][Batch 6299], Speed: 6.391 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.759
[Epoch 10][Batch 6399], Speed: 5.936 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.759
[Epoch 10][Batch 6499], Speed: 5.909 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.759
[Epoch 10][Batch 6599], Speed: 6.208 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.759
[Epoch 10][Batch 6699], Speed: 5.835 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.759
[Epoch 10][Batch 6799], Speed: 5.881 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.759
[Epoch 10][Batch 6899], Speed: 6.356 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.759
[Epoch 10][Batch 6999], Speed: 6.291 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.759
[Epoch 10][Batch 7099], Speed: 5.546 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.759
[Epoch 10][Batch 7199], Speed: 5.644 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.759
[Epoch 10][Batch 7299], Speed: 6.225 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.759
[Epoch 10][Batch 7399], Speed: 5.668 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.759
[Epoch 10][Batch 7499], Speed: 6.122 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.758
[Epoch 10][Batch 7599], Speed: 5.775 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.758
[Epoch 10][Batch 7699], Speed: 6.053 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.758
[Epoch 10][Batch 7799], Speed: 6.444 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.758
[Epoch 10][Batch 7899], Speed: 5.955 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.758
[Epoch 10][Batch 7999], Speed: 5.981 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.758
[Epoch 10][Batch 8099], Speed: 6.508 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.758
[Epoch 10][Batch 8199], Speed: 6.365 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.758
[Epoch 10][Batch 8299], Speed: 5.950 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.758
[Epoch 10][Batch 8399], Speed: 5.964 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.758
[Epoch 10][Batch 8499], Speed: 5.925 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.758
[Epoch 10][Batch 8599], Speed: 5.913 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.758
[Epoch 10][Batch 8699], Speed: 5.807 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.758
[Epoch 10][Batch 8799], Speed: 6.255 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.758
[Epoch 10][Batch 8899], Speed: 5.732 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.935,RCNNL1Loss=0.758
[Epoch 10][Batch 8999], Speed: 5.671 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.936,RCNNL1Loss=0.757
[Epoch 10][Batch 9099], Speed: 5.861 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.936,RCNNL1Loss=0.757
[Epoch 10][Batch 9199], Speed: 5.468 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.936,RCNNL1Loss=0.757
[Epoch 10][Batch 9299], Speed: 5.619 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.936,RCNNL1Loss=0.757
[Epoch 10][Batch 9399], Speed: 5.465 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.936,RCNNL1Loss=0.757
[Epoch 10][Batch 9499], Speed: 5.427 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.251,RCNNAcc=0.936,RCNNL1Loss=0.757
[Epoch 10][Batch 9599], Speed: 5.845 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.757
[Epoch 10][Batch 9699], Speed: 6.291 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.757
[Epoch 10][Batch 9799], Speed: 5.728 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.757
[Epoch 10][Batch 9899], Speed: 5.679 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.757
[Epoch 10][Batch 9999], Speed: 5.954 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.757
[Epoch 10][Batch 10099], Speed: 6.128 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.757
[Epoch 10][Batch 10199], Speed: 5.651 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.757
[Epoch 10][Batch 10299], Speed: 5.961 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.757
[Epoch 10][Batch 10399], Speed: 5.542 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.757
[Epoch 10][Batch 10499], Speed: 5.723 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.757
[Epoch 10][Batch 10599], Speed: 5.944 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.756
[Epoch 10][Batch 10699], Speed: 5.797 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.756
[Epoch 10][Batch 10799], Speed: 6.037 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.756
[Epoch 10][Batch 10899], Speed: 6.184 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.756
[Epoch 10][Batch 10999], Speed: 5.808 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.756
[Epoch 10][Batch 11099], Speed: 5.347 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.756
[Epoch 10][Batch 11199], Speed: 6.329 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.756
[Epoch 10][Batch 11299], Speed: 5.728 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.756
[Epoch 10][Batch 11399], Speed: 5.712 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.756
[Epoch 10][Batch 11499], Speed: 6.460 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.756
[Epoch 10][Batch 11599], Speed: 5.469 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.756
[Epoch 10][Batch 11699], Speed: 6.325 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.756
[Epoch 10][Batch 11799], Speed: 6.061 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.756
[Epoch 10][Batch 11899], Speed: 5.942 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.756
[Epoch 10][Batch 11999], Speed: 5.624 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.756
[Epoch 10][Batch 12099], Speed: 5.597 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.756
[Epoch 10][Batch 12199], Speed: 5.793 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.756
[Epoch 10][Batch 12299], Speed: 5.728 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.755
[Epoch 10][Batch 12399], Speed: 6.089 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.755
[Epoch 10][Batch 12499], Speed: 5.849 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.755
[Epoch 10][Batch 12599], Speed: 6.142 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.755
[Epoch 10][Batch 12699], Speed: 5.985 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.755
[Epoch 10][Batch 12799], Speed: 5.470 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.755
[Epoch 10][Batch 12899], Speed: 5.488 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.755
[Epoch 10][Batch 12999], Speed: 5.429 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.755
[Epoch 10][Batch 13099], Speed: 5.681 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.755
[Epoch 10][Batch 13199], Speed: 6.161 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.755
[Epoch 10][Batch 13299], Speed: 6.185 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.755
[Epoch 10][Batch 13399], Speed: 6.162 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.755
[Epoch 10][Batch 13499], Speed: 5.972 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.755
[Epoch 10][Batch 13599], Speed: 6.286 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.755
[Epoch 10][Batch 13699], Speed: 6.425 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.755
[Epoch 10][Batch 13799], Speed: 5.824 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.755
[Epoch 10][Batch 13899], Speed: 5.953 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.754
[Epoch 10][Batch 13999], Speed: 6.106 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.754
[Epoch 10][Batch 14099], Speed: 5.856 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.754
[Epoch 10][Batch 14199], Speed: 5.482 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.754
[Epoch 10][Batch 14299], Speed: 5.736 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.754
[Epoch 10][Batch 14399], Speed: 5.794 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.754
[Epoch 10][Batch 14499], Speed: 5.328 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.754
[Epoch 10][Batch 14599], Speed: 5.326 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.754
[Epoch 10] Training cost: 19891.029, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.218
[Epoch 10] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.379
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.589
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.411
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.246
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.421
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.476
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.316
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.517
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.551
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.389
 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 ] = 0.651
person=53.5
bicycle=29.9
car=42.0
motorcycle=40.3
airplane=61.7
bus=58.7
train=57.2
truck=31.7
boat=24.0
traffic light=25.1
fire hydrant=64.0
stop sign=62.5
parking meter=45.8
bench=20.2
bird=32.5
cat=58.5
dog=56.1
horse=52.0
sheep=46.1
cow=49.7
elephant=55.6
bear=59.0
zebra=61.4
giraffe=60.8
backpack=12.6
umbrella=37.1
handbag=13.5
tie=31.2
suitcase=29.3
frisbee=61.7
skis=20.2
snowboard=36.3
sports ball=38.5
kite=37.2
baseball bat=29.9
baseball glove=36.5
skateboard=49.7
surfboard=36.2
tennis racket=47.0
bottle=37.4
wine glass=35.4
cup=40.7
fork=36.8
knife=21.3
spoon=15.0
bowl=39.8
banana=23.0
apple=17.6
sandwich=23.9
orange=27.1
broccoli=18.3
carrot=18.0
hot dog=27.5
pizza=49.8
donut=39.4
cake=33.5
chair=26.3
couch=37.9
potted plant=29.2
bed=31.6
dining table=24.9
toilet=54.2
tv=49.6
laptop=57.2
mouse=59.3
remote=33.3
keyboard=45.6
cell phone=30.9
microwave=54.7
oven=32.4
toaster=26.7
sink=33.6
refrigerator=49.8
book=13.6
clock=47.9
vase=32.5
scissors=27.1
teddy bear=39.1
hair drier=1.4
toothbrush=25.1
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=37.9
[Epoch 10] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0010_37.9000.params
[Epoch 11][Batch 99], Speed: 6.324 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.207,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.754
[Epoch 11][Batch 199], Speed: 6.284 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.209,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.754
[Epoch 11][Batch 299], Speed: 6.209 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.754
[Epoch 11][Batch 399], Speed: 6.205 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.209,RPNAcc=0.988,RPNL1Loss=0.250,RCNNAcc=0.936,RCNNL1Loss=0.754
[Epoch 11][Batch 499], Speed: 6.658 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.754
[Epoch 11][Batch 599], Speed: 6.165 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.754
[Epoch 11][Batch 699], Speed: 5.642 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.753
[Epoch 11][Batch 799], Speed: 5.839 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.753
[Epoch 11][Batch 899], Speed: 6.074 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.753
[Epoch 11][Batch 999], Speed: 5.662 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.753
[Epoch 11][Batch 1099], Speed: 6.130 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.753
[Epoch 11][Batch 1199], Speed: 6.162 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.753
[Epoch 11][Batch 1299], Speed: 6.116 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.753
[Epoch 11][Batch 1399], Speed: 5.757 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.753
[Epoch 11][Batch 1499], Speed: 6.378 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.753
[Epoch 11][Batch 1599], Speed: 5.990 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.753
[Epoch 11][Batch 1699], Speed: 6.232 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.753
[Epoch 11][Batch 1799], Speed: 5.545 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.753
[Epoch 11][Batch 1899], Speed: 5.886 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.753
[Epoch 11][Batch 1999], Speed: 5.596 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.753
[Epoch 11][Batch 2099], Speed: 5.847 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.752
[Epoch 11][Batch 2199], Speed: 6.178 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.752
[Epoch 11][Batch 2299], Speed: 5.345 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.752
[Epoch 11][Batch 2399], Speed: 5.991 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.752
[Epoch 11][Batch 2499], Speed: 6.177 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.752
[Epoch 11][Batch 2599], Speed: 6.117 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.752
[Epoch 11][Batch 2699], Speed: 5.599 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.752
[Epoch 11][Batch 2799], Speed: 5.997 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.752
[Epoch 11][Batch 2899], Speed: 5.783 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.752
[Epoch 11][Batch 2999], Speed: 5.537 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.752
[Epoch 11][Batch 3099], Speed: 6.291 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.752
[Epoch 11][Batch 3199], Speed: 6.225 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.752
[Epoch 11][Batch 3299], Speed: 6.149 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.752
[Epoch 11][Batch 3399], Speed: 6.039 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.751
[Epoch 11][Batch 3499], Speed: 6.012 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.751
[Epoch 11][Batch 3599], Speed: 5.858 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.751
[Epoch 11][Batch 3699], Speed: 5.687 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.751
[Epoch 11][Batch 3799], Speed: 6.000 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.751
[Epoch 11][Batch 3899], Speed: 5.582 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.751
[Epoch 11][Batch 3999], Speed: 6.182 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.751
[Epoch 11][Batch 4099], Speed: 6.554 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.751
[Epoch 11][Batch 4199], Speed: 5.768 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.751
[Epoch 11][Batch 4299], Speed: 5.625 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.751
[Epoch 11][Batch 4399], Speed: 5.713 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.751
[Epoch 11][Batch 4499], Speed: 5.848 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.751
[Epoch 11][Batch 4599], Speed: 6.181 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.751
[Epoch 11][Batch 4699], Speed: 6.400 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.751
[Epoch 11][Batch 4799], Speed: 5.692 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.751
[Epoch 11][Batch 4899], Speed: 6.102 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.751
[Epoch 11][Batch 4999], Speed: 6.121 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.750
[Epoch 11][Batch 5099], Speed: 5.493 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.750
[Epoch 11][Batch 5199], Speed: 5.487 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.249,RCNNAcc=0.936,RCNNL1Loss=0.750
[Epoch 11][Batch 5299], Speed: 6.139 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.750
[Epoch 11][Batch 5399], Speed: 5.575 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.750
[Epoch 11][Batch 5499], Speed: 6.234 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.750
[Epoch 11][Batch 5599], Speed: 6.219 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.750
[Epoch 11][Batch 5699], Speed: 6.396 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.750
[Epoch 11][Batch 5799], Speed: 5.716 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.750
[Epoch 11][Batch 5899], Speed: 5.715 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.750
[Epoch 11][Batch 5999], Speed: 5.695 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.750
[Epoch 11][Batch 6099], Speed: 5.738 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.750
[Epoch 11][Batch 6199], Speed: 6.164 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.750
[Epoch 11][Batch 6299], Speed: 5.710 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.750
[Epoch 11][Batch 6399], Speed: 5.722 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.750
[Epoch 11][Batch 6499], Speed: 6.023 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.750
[Epoch 11][Batch 6599], Speed: 6.154 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.749
[Epoch 11][Batch 6699], Speed: 5.519 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.749
[Epoch 11][Batch 6799], Speed: 5.554 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.749
[Epoch 11][Batch 6899], Speed: 5.875 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.749
[Epoch 11][Batch 6999], Speed: 5.624 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.749
[Epoch 11][Batch 7099], Speed: 5.890 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.749
[Epoch 11][Batch 7199], Speed: 6.067 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.749
[Epoch 11][Batch 7299], Speed: 6.345 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.749
[Epoch 11][Batch 7399], Speed: 5.638 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.749
[Epoch 11][Batch 7499], Speed: 5.627 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.749
[Epoch 11][Batch 7599], Speed: 6.169 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.749
[Epoch 11][Batch 7699], Speed: 5.760 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.749
[Epoch 11][Batch 7799], Speed: 5.359 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.749
[Epoch 11][Batch 7899], Speed: 5.604 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.749
[Epoch 11][Batch 7999], Speed: 5.427 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.749
[Epoch 11][Batch 8099], Speed: 5.565 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.748
[Epoch 11][Batch 8199], Speed: 5.701 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.748
[Epoch 11][Batch 8299], Speed: 6.173 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.748
[Epoch 11][Batch 8399], Speed: 6.614 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.748
[Epoch 11][Batch 8499], Speed: 6.129 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.748
[Epoch 11][Batch 8599], Speed: 6.060 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.748
[Epoch 11][Batch 8699], Speed: 5.792 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.748
[Epoch 11][Batch 8799], Speed: 5.405 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.748
[Epoch 11][Batch 8899], Speed: 5.336 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.748
[Epoch 11][Batch 8999], Speed: 5.836 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.748
[Epoch 11][Batch 9099], Speed: 5.714 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.748
[Epoch 11][Batch 9199], Speed: 5.569 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.748
[Epoch 11][Batch 9299], Speed: 5.926 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.748
[Epoch 11][Batch 9399], Speed: 5.527 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.748
[Epoch 11][Batch 9499], Speed: 5.717 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.748
[Epoch 11][Batch 9599], Speed: 5.409 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.748
[Epoch 11][Batch 9699], Speed: 5.905 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.748
[Epoch 11][Batch 9799], Speed: 6.137 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.747
[Epoch 11][Batch 9899], Speed: 5.826 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.747
[Epoch 11][Batch 9999], Speed: 6.383 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.747
[Epoch 11][Batch 10099], Speed: 5.772 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.747
[Epoch 11][Batch 10199], Speed: 6.127 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.747
[Epoch 11][Batch 10299], Speed: 5.442 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.747
[Epoch 11][Batch 10399], Speed: 6.144 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.747
[Epoch 11][Batch 10499], Speed: 5.746 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.747
[Epoch 11][Batch 10599], Speed: 5.837 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.747
[Epoch 11][Batch 10699], Speed: 5.918 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.747
[Epoch 11][Batch 10799], Speed: 5.447 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.747
[Epoch 11][Batch 10899], Speed: 5.905 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.248,RCNNAcc=0.936,RCNNL1Loss=0.747
[Epoch 11][Batch 10999], Speed: 5.444 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.747
[Epoch 11][Batch 11099], Speed: 5.689 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.747
[Epoch 11][Batch 11199], Speed: 5.710 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.747
[Epoch 11][Batch 11299], Speed: 5.979 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.747
[Epoch 11][Batch 11399], Speed: 5.794 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.747
[Epoch 11][Batch 11499], Speed: 5.552 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.747
[Epoch 11][Batch 11599], Speed: 6.191 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.746
[Epoch 11][Batch 11699], Speed: 5.847 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.746
[Epoch 11][Batch 11799], Speed: 5.902 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.746
[Epoch 11][Batch 11899], Speed: 5.719 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.746
[Epoch 11][Batch 11999], Speed: 5.635 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.746
[Epoch 11][Batch 12099], Speed: 6.178 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.746
[Epoch 11][Batch 12199], Speed: 5.898 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.746
[Epoch 11][Batch 12299], Speed: 5.687 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.746
[Epoch 11][Batch 12399], Speed: 5.573 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.746
[Epoch 11][Batch 12499], Speed: 5.660 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.746
[Epoch 11][Batch 12599], Speed: 5.884 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.746
[Epoch 11][Batch 12699], Speed: 5.725 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.746
[Epoch 11][Batch 12799], Speed: 5.677 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.746
[Epoch 11][Batch 12899], Speed: 6.214 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.746
[Epoch 11][Batch 12999], Speed: 5.898 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.746
[Epoch 11][Batch 13099], Speed: 5.501 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.746
[Epoch 11][Batch 13199], Speed: 5.539 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.746
[Epoch 11][Batch 13299], Speed: 6.335 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.746
[Epoch 11][Batch 13399], Speed: 6.342 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.746
[Epoch 11][Batch 13499], Speed: 5.666 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.746
[Epoch 11][Batch 13599], Speed: 5.611 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.745
[Epoch 11][Batch 13699], Speed: 5.547 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.745
[Epoch 11][Batch 13799], Speed: 5.647 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.745
[Epoch 11][Batch 13899], Speed: 5.634 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.745
[Epoch 11][Batch 13999], Speed: 5.508 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.745
[Epoch 11][Batch 14099], Speed: 5.828 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.745
[Epoch 11][Batch 14199], Speed: 5.892 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.745
[Epoch 11][Batch 14299], Speed: 6.515 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.745
[Epoch 11][Batch 14399], Speed: 6.443 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.745
[Epoch 11][Batch 14499], Speed: 5.556 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.745
[Epoch 11][Batch 14599], Speed: 5.686 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.745
[Epoch 11] Training cost: 19998.354, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.217
[Epoch 11] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.372
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.579
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.403
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.227
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.417
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.468
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.312
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.508
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.538
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.361
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.582
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.657
person=52.8
bicycle=28.9
car=42.1
motorcycle=40.8
airplane=61.9
bus=52.8
train=53.1
truck=29.9
boat=24.0
traffic light=25.0
fire hydrant=62.9
stop sign=58.0
parking meter=42.1
bench=23.5
bird=32.1
cat=58.4
dog=40.0
horse=52.3
sheep=48.5
cow=49.6
elephant=57.5
bear=67.1
zebra=60.7
giraffe=61.1
backpack=11.2
umbrella=36.9
handbag=15.0
tie=33.8
suitcase=30.2
frisbee=63.3
skis=18.3
snowboard=30.0
sports ball=37.6
kite=40.3
baseball bat=29.9
baseball glove=35.9
skateboard=47.4
surfboard=34.0
tennis racket=46.9
bottle=37.9
wine glass=36.8
cup=40.4
fork=34.1
knife=16.0
spoon=13.7
bowl=37.1
banana=22.7
apple=16.5
sandwich=26.4
orange=23.3
broccoli=21.2
carrot=19.9
hot dog=28.7
pizza=45.8
donut=42.4
cake=27.6
chair=26.9
couch=35.9
potted plant=27.3
bed=34.0
dining table=25.6
toilet=53.0
tv=49.6
laptop=52.0
mouse=56.2
remote=32.4
keyboard=33.9
cell phone=32.6
microwave=51.2
oven=30.0
toaster=35.8
sink=33.0
refrigerator=50.8
book=15.2
clock=46.6
vase=34.7
scissors=18.9
teddy bear=40.3
hair drier=5.6
toothbrush=25.5
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=37.2
[Epoch 11] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0011_37.2000.params
[Epoch 12][Batch 99], Speed: 6.154 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.745
[Epoch 12][Batch 199], Speed: 6.555 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.745
[Epoch 12][Batch 299], Speed: 6.162 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.745
[Epoch 12][Batch 399], Speed: 6.479 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.745
[Epoch 12][Batch 499], Speed: 5.701 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.745
[Epoch 12][Batch 599], Speed: 6.070 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.218,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.745
[Epoch 12][Batch 699], Speed: 6.391 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.217,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.744
[Epoch 12][Batch 799], Speed: 6.146 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.744
[Epoch 12][Batch 899], Speed: 5.939 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.744
[Epoch 12][Batch 999], Speed: 6.436 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.744
[Epoch 12][Batch 1099], Speed: 5.733 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.744
[Epoch 12][Batch 1199], Speed: 5.909 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.744
[Epoch 12][Batch 1299], Speed: 5.991 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.744
[Epoch 12][Batch 1399], Speed: 5.835 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.744
[Epoch 12][Batch 1499], Speed: 6.130 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.744
[Epoch 12][Batch 1599], Speed: 5.854 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.744
[Epoch 12][Batch 1699], Speed: 5.483 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.744
[Epoch 12][Batch 1799], Speed: 5.914 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.744
[Epoch 12][Batch 1899], Speed: 6.025 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.744
[Epoch 12][Batch 1999], Speed: 5.732 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.744
[Epoch 12][Batch 2099], Speed: 6.192 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.247,RCNNAcc=0.936,RCNNL1Loss=0.744
[Epoch 12][Batch 2199], Speed: 5.596 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.936,RCNNL1Loss=0.744
[Epoch 12][Batch 2299], Speed: 5.954 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.936,RCNNL1Loss=0.743
[Epoch 12][Batch 2399], Speed: 6.108 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.936,RCNNL1Loss=0.743
[Epoch 12][Batch 2499], Speed: 5.669 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.936,RCNNL1Loss=0.743
[Epoch 12][Batch 2599], Speed: 5.961 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.936,RCNNL1Loss=0.743
[Epoch 12][Batch 2699], Speed: 6.233 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.936,RCNNL1Loss=0.743
[Epoch 12][Batch 2799], Speed: 6.065 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.936,RCNNL1Loss=0.743
[Epoch 12][Batch 2899], Speed: 6.106 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.936,RCNNL1Loss=0.743
[Epoch 12][Batch 2999], Speed: 5.948 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.936,RCNNL1Loss=0.743
[Epoch 12][Batch 3099], Speed: 5.681 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.936,RCNNL1Loss=0.743
[Epoch 12][Batch 3199], Speed: 6.001 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.936,RCNNL1Loss=0.743
[Epoch 12][Batch 3299], Speed: 6.175 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.936,RCNNL1Loss=0.743
[Epoch 12][Batch 3399], Speed: 5.939 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.936,RCNNL1Loss=0.743
[Epoch 12][Batch 3499], Speed: 5.504 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.936,RCNNL1Loss=0.743
[Epoch 12][Batch 3599], Speed: 6.165 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.936,RCNNL1Loss=0.743
[Epoch 12][Batch 3699], Speed: 6.440 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.936,RCNNL1Loss=0.743
[Epoch 12][Batch 3799], Speed: 5.976 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.936,RCNNL1Loss=0.743
[Epoch 12][Batch 3899], Speed: 5.990 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.936,RCNNL1Loss=0.742
[Epoch 12][Batch 3999], Speed: 5.988 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.742
[Epoch 12][Batch 4099], Speed: 6.230 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.742
[Epoch 12][Batch 4199], Speed: 5.233 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.742
[Epoch 12][Batch 4299], Speed: 5.627 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.742
[Epoch 12][Batch 4399], Speed: 5.705 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.742
[Epoch 12][Batch 4499], Speed: 5.936 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.742
[Epoch 12][Batch 4599], Speed: 5.782 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.742
[Epoch 12][Batch 4699], Speed: 5.580 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.742
[Epoch 12][Batch 4799], Speed: 6.184 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.742
[Epoch 12][Batch 4899], Speed: 5.652 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.742
[Epoch 12][Batch 4999], Speed: 6.060 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.742
[Epoch 12][Batch 5099], Speed: 5.338 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.742
[Epoch 12][Batch 5199], Speed: 6.057 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.742
[Epoch 12][Batch 5299], Speed: 5.996 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.742
[Epoch 12][Batch 5399], Speed: 6.169 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.742
[Epoch 12][Batch 5499], Speed: 6.201 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.742
[Epoch 12][Batch 5599], Speed: 6.025 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.742
[Epoch 12][Batch 5699], Speed: 5.837 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.741
[Epoch 12][Batch 5799], Speed: 5.904 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.741
[Epoch 12][Batch 5899], Speed: 5.838 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.741
[Epoch 12][Batch 5999], Speed: 5.520 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.741
[Epoch 12][Batch 6099], Speed: 5.393 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.741
[Epoch 12][Batch 6199], Speed: 5.644 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.741
[Epoch 12][Batch 6299], Speed: 5.882 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.741
[Epoch 12][Batch 6399], Speed: 6.391 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.741
[Epoch 12][Batch 6499], Speed: 5.561 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.741
[Epoch 12][Batch 6599], Speed: 6.483 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.741
[Epoch 12][Batch 6699], Speed: 5.845 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.741
[Epoch 12][Batch 6799], Speed: 5.862 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.741
[Epoch 12][Batch 6899], Speed: 5.451 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.741
[Epoch 12][Batch 6999], Speed: 5.952 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.741
[Epoch 12][Batch 7099], Speed: 7.081 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.741
[Epoch 12][Batch 7199], Speed: 5.629 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.741
[Epoch 12][Batch 7299], Speed: 6.270 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.741
[Epoch 12][Batch 7399], Speed: 5.429 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.741
[Epoch 12][Batch 7499], Speed: 5.462 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.740
[Epoch 12][Batch 7599], Speed: 5.768 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.740
[Epoch 12][Batch 7699], Speed: 5.763 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.740
[Epoch 12][Batch 7799], Speed: 5.792 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.740
[Epoch 12][Batch 7899], Speed: 6.408 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.740
[Epoch 12][Batch 7999], Speed: 5.885 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.740
[Epoch 12][Batch 8099], Speed: 5.824 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.246,RCNNAcc=0.937,RCNNL1Loss=0.740
[Epoch 12][Batch 8199], Speed: 5.862 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.740
[Epoch 12][Batch 8299], Speed: 6.249 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.740
[Epoch 12][Batch 8399], Speed: 5.604 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.740
[Epoch 12][Batch 8499], Speed: 5.831 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.740
[Epoch 12][Batch 8599], Speed: 5.705 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.740
[Epoch 12][Batch 8699], Speed: 5.917 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.740
[Epoch 12][Batch 8799], Speed: 6.189 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.740
[Epoch 12][Batch 8899], Speed: 6.071 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.740
[Epoch 12][Batch 8999], Speed: 5.947 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.740
[Epoch 12][Batch 9099], Speed: 5.951 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.740
[Epoch 12][Batch 9199], Speed: 6.089 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.740
[Epoch 12][Batch 9299], Speed: 5.541 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.740
[Epoch 12][Batch 9399], Speed: 5.675 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.739
[Epoch 12][Batch 9499], Speed: 5.979 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.739
[Epoch 12][Batch 9599], Speed: 6.225 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.739
[Epoch 12][Batch 9699], Speed: 5.825 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.739
[Epoch 12][Batch 9799], Speed: 5.834 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.739
[Epoch 12][Batch 9899], Speed: 5.568 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.739
[Epoch 12][Batch 9999], Speed: 6.248 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.739
[Epoch 12][Batch 10099], Speed: 6.266 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.739
[Epoch 12][Batch 10199], Speed: 5.628 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.739
[Epoch 12][Batch 10299], Speed: 5.948 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.739
[Epoch 12][Batch 10399], Speed: 5.540 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.739
[Epoch 12][Batch 10499], Speed: 5.880 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.739
[Epoch 12][Batch 10599], Speed: 6.207 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.739
[Epoch 12][Batch 10699], Speed: 6.041 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.739
[Epoch 12][Batch 10799], Speed: 5.747 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.739
[Epoch 12][Batch 10899], Speed: 5.676 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.739
[Epoch 12][Batch 10999], Speed: 6.620 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.739
[Epoch 12][Batch 11099], Speed: 5.911 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.739
[Epoch 12][Batch 11199], Speed: 5.706 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.739
[Epoch 12][Batch 11299], Speed: 5.494 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.739
[Epoch 12][Batch 11399], Speed: 6.102 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.739
[Epoch 12][Batch 11499], Speed: 5.894 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.739
[Epoch 12][Batch 11599], Speed: 5.585 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.738
[Epoch 12][Batch 11699], Speed: 6.001 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.738
[Epoch 12][Batch 11799], Speed: 5.545 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.738
[Epoch 12][Batch 11899], Speed: 5.699 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.738
[Epoch 12][Batch 11999], Speed: 6.370 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.738
[Epoch 12][Batch 12099], Speed: 5.424 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.738
[Epoch 12][Batch 12199], Speed: 5.608 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.738
[Epoch 12][Batch 12299], Speed: 5.906 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.738
[Epoch 12][Batch 12399], Speed: 5.987 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.738
[Epoch 12][Batch 12499], Speed: 6.407 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.738
[Epoch 12][Batch 12599], Speed: 6.155 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.738
[Epoch 12][Batch 12699], Speed: 5.907 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.738
[Epoch 12][Batch 12799], Speed: 6.436 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.738
[Epoch 12][Batch 12899], Speed: 5.838 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.738
[Epoch 12][Batch 12999], Speed: 6.048 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.738
[Epoch 12][Batch 13099], Speed: 5.779 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.738
[Epoch 12][Batch 13199], Speed: 5.817 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.738
[Epoch 12][Batch 13299], Speed: 5.870 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.738
[Epoch 12][Batch 13399], Speed: 6.108 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.738
[Epoch 12][Batch 13499], Speed: 6.281 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.738
[Epoch 12][Batch 13599], Speed: 5.666 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.738
[Epoch 12][Batch 13699], Speed: 5.839 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.737
[Epoch 12][Batch 13799], Speed: 5.960 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.737
[Epoch 12][Batch 13899], Speed: 5.527 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.215,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.737
[Epoch 12][Batch 13999], Speed: 6.601 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.737
[Epoch 12][Batch 14099], Speed: 6.134 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.737
[Epoch 12][Batch 14199], Speed: 5.817 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.737
[Epoch 12][Batch 14299], Speed: 6.014 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.737
[Epoch 12][Batch 14399], Speed: 6.181 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.737
[Epoch 12][Batch 14499], Speed: 5.767 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.737
[Epoch 12][Batch 14599], Speed: 6.087 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.216,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.737
[Epoch 12] Training cost: 19811.796, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.216
[Epoch 12] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.376
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.589
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.407
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.246
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.424
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.475
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.315
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.515
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.550
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.385
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.589
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.666
person=52.9
bicycle=28.6
car=41.8
motorcycle=43.5
airplane=62.4
bus=61.2
train=54.8
truck=34.4
boat=23.6
traffic light=26.0
fire hydrant=62.4
stop sign=63.7
parking meter=40.8
bench=22.0
bird=30.7
cat=56.5
dog=51.8
horse=46.1
sheep=46.7
cow=48.3
elephant=50.0
bear=61.4
zebra=58.9
giraffe=62.1
backpack=13.9
umbrella=35.8
handbag=15.1
tie=35.5
suitcase=31.2
frisbee=65.1
skis=21.2
snowboard=33.2
sports ball=36.9
kite=39.8
baseball bat=31.5
baseball glove=37.6
skateboard=51.1
surfboard=36.5
tennis racket=47.2
bottle=39.7
wine glass=35.3
cup=40.7
fork=35.0
knife=18.6
spoon=18.3
bowl=40.4
banana=22.8
apple=16.9
sandwich=24.4
orange=24.9
broccoli=18.8
carrot=18.6
hot dog=28.7
pizza=50.8
donut=42.4
cake=29.9
chair=26.7
couch=30.3
potted plant=26.7
bed=34.1
dining table=24.7
toilet=47.8
tv=53.6
laptop=52.5
mouse=56.0
remote=28.5
keyboard=49.0
cell phone=28.4
microwave=51.9
oven=30.5
toaster=22.8
sink=32.6
refrigerator=50.1
book=14.1
clock=49.6
vase=38.0
scissors=24.0
teddy bear=37.5
hair drier=6.6
toothbrush=21.8
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=37.6
[Epoch 12] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0012_37.6000.params
[Epoch 13][Batch 99], Speed: 5.905 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.209,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.737
[Epoch 13][Batch 199], Speed: 5.979 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.245,RCNNAcc=0.937,RCNNL1Loss=0.737
[Epoch 13][Batch 299], Speed: 6.877 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.737
[Epoch 13][Batch 399], Speed: 6.262 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.737
[Epoch 13][Batch 499], Speed: 6.101 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.737
[Epoch 13][Batch 599], Speed: 6.253 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.737
[Epoch 13][Batch 699], Speed: 6.549 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.737
[Epoch 13][Batch 799], Speed: 5.866 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.737
[Epoch 13][Batch 899], Speed: 5.865 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.737
[Epoch 13][Batch 999], Speed: 6.104 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.736
[Epoch 13][Batch 1099], Speed: 6.266 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.736
[Epoch 13][Batch 1199], Speed: 5.829 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.736
[Epoch 13][Batch 1299], Speed: 5.371 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.736
[Epoch 13][Batch 1399], Speed: 5.628 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.736
[Epoch 13][Batch 1499], Speed: 5.589 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.736
[Epoch 13][Batch 1599], Speed: 6.228 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.736
[Epoch 13][Batch 1699], Speed: 6.219 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.736
[Epoch 13][Batch 1799], Speed: 5.351 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.736
[Epoch 13][Batch 1899], Speed: 5.587 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.736
[Epoch 13][Batch 1999], Speed: 5.732 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.736
[Epoch 13][Batch 2099], Speed: 5.712 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.736
[Epoch 13][Batch 2199], Speed: 5.874 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.736
[Epoch 13][Batch 2299], Speed: 6.208 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.736
[Epoch 13][Batch 2399], Speed: 6.040 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.736
[Epoch 13][Batch 2499], Speed: 5.630 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.736
[Epoch 13][Batch 2599], Speed: 5.530 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.736
[Epoch 13][Batch 2699], Speed: 5.777 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.735
[Epoch 13][Batch 2799], Speed: 5.751 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.735
[Epoch 13][Batch 2899], Speed: 5.845 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.735
[Epoch 13][Batch 2999], Speed: 5.985 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.735
[Epoch 13][Batch 3099], Speed: 5.608 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.735
[Epoch 13][Batch 3199], Speed: 5.548 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.735
[Epoch 13][Batch 3299], Speed: 6.317 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.735
[Epoch 13][Batch 3399], Speed: 6.339 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.735
[Epoch 13][Batch 3499], Speed: 6.090 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.735
[Epoch 13][Batch 3599], Speed: 5.594 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.735
[Epoch 13][Batch 3699], Speed: 6.204 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.735
[Epoch 13][Batch 3799], Speed: 5.606 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.735
[Epoch 13][Batch 3899], Speed: 5.733 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.735
[Epoch 13][Batch 3999], Speed: 6.098 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.735
[Epoch 13][Batch 4099], Speed: 6.047 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.735
[Epoch 13][Batch 4199], Speed: 5.636 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.735
[Epoch 13][Batch 4299], Speed: 6.373 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.735
[Epoch 13][Batch 4399], Speed: 6.266 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.735
[Epoch 13][Batch 4499], Speed: 5.956 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.735
[Epoch 13][Batch 4599], Speed: 5.811 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.735
[Epoch 13][Batch 4699], Speed: 6.129 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.734
[Epoch 13][Batch 4799], Speed: 5.928 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.734
[Epoch 13][Batch 4899], Speed: 5.576 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.734
[Epoch 13][Batch 4999], Speed: 5.746 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.734
[Epoch 13][Batch 5099], Speed: 5.792 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.734
[Epoch 13][Batch 5199], Speed: 6.027 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.734
[Epoch 13][Batch 5299], Speed: 5.771 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.734
[Epoch 13][Batch 5399], Speed: 6.050 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.734
[Epoch 13][Batch 5499], Speed: 5.760 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.734
[Epoch 13][Batch 5599], Speed: 6.469 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.734
[Epoch 13][Batch 5699], Speed: 6.609 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.734
[Epoch 13][Batch 5799], Speed: 5.338 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.734
[Epoch 13][Batch 5899], Speed: 6.059 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.734
[Epoch 13][Batch 5999], Speed: 5.827 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.734
[Epoch 13][Batch 6099], Speed: 6.087 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.734
[Epoch 13][Batch 6199], Speed: 6.348 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.734
[Epoch 13][Batch 6299], Speed: 5.851 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.734
[Epoch 13][Batch 6399], Speed: 5.535 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.734
[Epoch 13][Batch 6499], Speed: 5.390 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.734
[Epoch 13][Batch 6599], Speed: 5.985 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.244,RCNNAcc=0.937,RCNNL1Loss=0.734
[Epoch 13][Batch 6699], Speed: 5.523 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.733
[Epoch 13][Batch 6799], Speed: 5.943 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.733
[Epoch 13][Batch 6899], Speed: 6.036 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.733
[Epoch 13][Batch 6999], Speed: 5.659 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.733
[Epoch 13][Batch 7099], Speed: 5.745 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.733
[Epoch 13][Batch 7199], Speed: 5.789 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.733
[Epoch 13][Batch 7299], Speed: 6.336 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.733
[Epoch 13][Batch 7399], Speed: 5.502 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.733
[Epoch 13][Batch 7499], Speed: 6.055 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.733
[Epoch 13][Batch 7599], Speed: 5.799 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.733
[Epoch 13][Batch 7699], Speed: 6.149 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.733
[Epoch 13][Batch 7799], Speed: 6.146 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.733
[Epoch 13][Batch 7899], Speed: 6.051 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.733
[Epoch 13][Batch 7999], Speed: 5.582 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.733
[Epoch 13][Batch 8099], Speed: 6.099 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.733
[Epoch 13][Batch 8199], Speed: 6.146 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.733
[Epoch 13][Batch 8299], Speed: 5.846 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.733
[Epoch 13][Batch 8399], Speed: 6.160 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.733
[Epoch 13][Batch 8499], Speed: 6.055 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.733
[Epoch 13][Batch 8599], Speed: 5.547 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.733
[Epoch 13][Batch 8699], Speed: 5.823 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.733
[Epoch 13][Batch 8799], Speed: 5.775 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.732
[Epoch 13][Batch 8899], Speed: 5.917 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.732
[Epoch 13][Batch 8999], Speed: 5.906 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.732
[Epoch 13][Batch 9099], Speed: 6.305 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.732
[Epoch 13][Batch 9199], Speed: 5.712 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.732
[Epoch 13][Batch 9299], Speed: 6.090 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.732
[Epoch 13][Batch 9399], Speed: 5.920 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.732
[Epoch 13][Batch 9499], Speed: 5.851 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.732
[Epoch 13][Batch 9599], Speed: 5.629 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.732
[Epoch 13][Batch 9699], Speed: 6.027 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.732
[Epoch 13][Batch 9799], Speed: 6.104 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.732
[Epoch 13][Batch 9899], Speed: 6.237 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.732
[Epoch 13][Batch 9999], Speed: 5.958 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.732
[Epoch 13][Batch 10099], Speed: 6.168 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.732
[Epoch 13][Batch 10199], Speed: 5.894 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.732
[Epoch 13][Batch 10299], Speed: 5.838 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.732
[Epoch 13][Batch 10399], Speed: 6.070 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.732
[Epoch 13][Batch 10499], Speed: 6.098 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.732
[Epoch 13][Batch 10599], Speed: 6.330 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.732
[Epoch 13][Batch 10699], Speed: 6.711 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.732
[Epoch 13][Batch 10799], Speed: 5.964 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.732
[Epoch 13][Batch 10899], Speed: 5.459 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.732
[Epoch 13][Batch 10999], Speed: 6.139 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 11099], Speed: 6.230 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 11199], Speed: 6.337 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 11299], Speed: 5.746 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 11399], Speed: 5.805 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 11499], Speed: 6.405 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 11599], Speed: 5.538 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 11699], Speed: 5.245 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 11799], Speed: 5.600 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 11899], Speed: 5.730 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 11999], Speed: 5.800 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 12099], Speed: 5.510 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 12199], Speed: 6.166 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 12299], Speed: 5.979 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 12399], Speed: 6.314 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 12499], Speed: 5.563 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 12599], Speed: 5.553 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 12699], Speed: 5.570 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 12799], Speed: 5.840 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 12899], Speed: 6.242 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 12999], Speed: 5.980 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 13099], Speed: 6.008 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 13199], Speed: 6.360 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 13299], Speed: 5.397 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 13399], Speed: 5.924 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.731
[Epoch 13][Batch 13499], Speed: 5.710 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.730
[Epoch 13][Batch 13599], Speed: 5.663 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.730
[Epoch 13][Batch 13699], Speed: 5.639 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.730
[Epoch 13][Batch 13799], Speed: 5.934 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.730
[Epoch 13][Batch 13899], Speed: 6.118 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.730
[Epoch 13][Batch 13999], Speed: 5.016 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.243,RCNNAcc=0.937,RCNNL1Loss=0.730
[Epoch 13][Batch 14099], Speed: 6.205 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.730
[Epoch 13][Batch 14199], Speed: 6.043 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.730
[Epoch 13][Batch 14299], Speed: 6.203 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.730
[Epoch 13][Batch 14399], Speed: 6.092 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.730
[Epoch 13][Batch 14499], Speed: 5.689 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.730
[Epoch 13][Batch 14599], Speed: 5.786 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.214,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.730
[Epoch 13] Training cost: 19865.958, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.214
[Epoch 13] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.376
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.581
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.413
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.231
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.424
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.474
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.320
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.512
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.541
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.359
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.580
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.663
person=53.1
bicycle=25.4
car=43.0
motorcycle=37.6
airplane=62.2
bus=61.4
train=56.1
truck=31.1
boat=21.3
traffic light=26.5
fire hydrant=66.4
stop sign=62.8
parking meter=44.8
bench=22.4
bird=31.7
cat=65.0
dog=51.3
horse=49.6
sheep=39.9
cow=38.6
elephant=38.9
bear=56.0
zebra=62.0
giraffe=63.4
backpack=12.1
umbrella=37.4
handbag=13.1
tie=34.1
suitcase=35.8
frisbee=66.1
skis=20.9
snowboard=34.3
sports ball=40.3
kite=36.3
baseball bat=33.8
baseball glove=34.6
skateboard=50.6
surfboard=34.6
tennis racket=49.7
bottle=36.1
wine glass=34.7
cup=40.5
fork=35.2
knife=17.3
spoon=18.0
bowl=36.0
banana=20.7
apple=14.6
sandwich=32.1
orange=23.0
broccoli=11.8
carrot=16.2
hot dog=31.1
pizza=45.5
donut=37.0
cake=30.0
chair=26.2
couch=37.0
potted plant=24.4
bed=40.7
dining table=26.5
toilet=49.7
tv=52.0
laptop=55.4
mouse=54.8
remote=31.7
keyboard=49.5
cell phone=34.0
microwave=55.4
oven=32.4
toaster=45.7
sink=33.1
refrigerator=50.9
book=14.8
clock=46.3
vase=38.1
scissors=24.2
teddy bear=37.8
hair drier=2.4
toothbrush=24.6
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=37.6
[Epoch 13] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0013_37.6000.params
[Epoch 14][Batch 99], Speed: 6.351 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.730
[Epoch 14][Batch 199], Speed: 6.408 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.208,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.730
[Epoch 14][Batch 299], Speed: 6.387 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.206,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.730
[Epoch 14][Batch 399], Speed: 6.479 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.207,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.730
[Epoch 14][Batch 499], Speed: 6.081 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.208,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.730
[Epoch 14][Batch 599], Speed: 6.705 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.209,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.730
[Epoch 14][Batch 699], Speed: 5.574 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.209,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.730
[Epoch 14][Batch 799], Speed: 6.279 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.730
[Epoch 14][Batch 899], Speed: 5.167 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.730
[Epoch 14][Batch 999], Speed: 5.952 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.209,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.729
[Epoch 14][Batch 1099], Speed: 5.811 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.208,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.729
[Epoch 14][Batch 1199], Speed: 6.360 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.208,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.729
[Epoch 14][Batch 1299], Speed: 6.116 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.208,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.729
[Epoch 14][Batch 1399], Speed: 6.385 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.208,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.729
[Epoch 14][Batch 1499], Speed: 5.421 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.208,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.729
[Epoch 14][Batch 1599], Speed: 6.173 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.209,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.729
[Epoch 14][Batch 1699], Speed: 6.205 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.209,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.729
[Epoch 14][Batch 1799], Speed: 5.871 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.209,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.729
[Epoch 14][Batch 1899], Speed: 5.611 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.209,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.729
[Epoch 14][Batch 1999], Speed: 6.100 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.729
[Epoch 14][Batch 2099], Speed: 5.583 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.729
[Epoch 14][Batch 2199], Speed: 5.473 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.209,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.729
[Epoch 14][Batch 2299], Speed: 5.765 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.729
[Epoch 14][Batch 2399], Speed: 5.568 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.209,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.729
[Epoch 14][Batch 2499], Speed: 6.305 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.209,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.729
[Epoch 14][Batch 2599], Speed: 6.390 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.209,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.729
[Epoch 14][Batch 2699], Speed: 5.747 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.209,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.729
[Epoch 14][Batch 2799], Speed: 5.645 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.729
[Epoch 14][Batch 2899], Speed: 5.982 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.728
[Epoch 14][Batch 2999], Speed: 6.189 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.728
[Epoch 14][Batch 3099], Speed: 6.342 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.728
[Epoch 14][Batch 3199], Speed: 5.828 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.728
[Epoch 14][Batch 3299], Speed: 5.950 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.728
[Epoch 14][Batch 3399], Speed: 6.345 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.728
[Epoch 14][Batch 3499], Speed: 6.043 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.728
[Epoch 14][Batch 3599], Speed: 5.436 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.728
[Epoch 14][Batch 3699], Speed: 6.508 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.728
[Epoch 14][Batch 3799], Speed: 5.661 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.728
[Epoch 14][Batch 3899], Speed: 5.909 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.728
[Epoch 14][Batch 3999], Speed: 6.112 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.728
[Epoch 14][Batch 4099], Speed: 6.398 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.728
[Epoch 14][Batch 4199], Speed: 5.889 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.728
[Epoch 14][Batch 4299], Speed: 5.635 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.728
[Epoch 14][Batch 4399], Speed: 6.224 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.728
[Epoch 14][Batch 4499], Speed: 5.679 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.728
[Epoch 14][Batch 4599], Speed: 5.761 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.728
[Epoch 14][Batch 4699], Speed: 5.606 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.728
[Epoch 14][Batch 4799], Speed: 5.941 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.728
[Epoch 14][Batch 4899], Speed: 5.435 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.728
[Epoch 14][Batch 4999], Speed: 5.496 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.727
[Epoch 14][Batch 5099], Speed: 5.753 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.727
[Epoch 14][Batch 5199], Speed: 5.840 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.727
[Epoch 14][Batch 5299], Speed: 5.927 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.727
[Epoch 14][Batch 5399], Speed: 5.813 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.727
[Epoch 14][Batch 5499], Speed: 6.310 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.727
[Epoch 14][Batch 5599], Speed: 6.301 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.727
[Epoch 14][Batch 5699], Speed: 5.390 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.727
[Epoch 14][Batch 5799], Speed: 6.022 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.937,RCNNL1Loss=0.727
[Epoch 14][Batch 5899], Speed: 6.219 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.938,RCNNL1Loss=0.727
[Epoch 14][Batch 5999], Speed: 5.875 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.938,RCNNL1Loss=0.727
[Epoch 14][Batch 6099], Speed: 5.996 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.938,RCNNL1Loss=0.727
[Epoch 14][Batch 6199], Speed: 5.908 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.242,RCNNAcc=0.938,RCNNL1Loss=0.727
[Epoch 14][Batch 6299], Speed: 5.804 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.727
[Epoch 14][Batch 6399], Speed: 5.936 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.727
[Epoch 14][Batch 6499], Speed: 5.371 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.727
[Epoch 14][Batch 6599], Speed: 5.553 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.727
[Epoch 14][Batch 6699], Speed: 6.100 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.727
[Epoch 14][Batch 6799], Speed: 5.992 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.727
[Epoch 14][Batch 6899], Speed: 5.470 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.727
[Epoch 14][Batch 6999], Speed: 5.649 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.727
[Epoch 14][Batch 7099], Speed: 5.747 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.727
[Epoch 14][Batch 7199], Speed: 6.238 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 7299], Speed: 6.137 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 7399], Speed: 6.221 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 7499], Speed: 5.887 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 7599], Speed: 6.236 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 7699], Speed: 5.796 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 7799], Speed: 5.286 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 7899], Speed: 5.892 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 7999], Speed: 5.800 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 8099], Speed: 6.357 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 8199], Speed: 5.580 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 8299], Speed: 6.246 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 8399], Speed: 6.346 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 8499], Speed: 5.259 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 8599], Speed: 6.041 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 8699], Speed: 5.299 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 8799], Speed: 5.736 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 8899], Speed: 5.870 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 8999], Speed: 5.484 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 9099], Speed: 6.095 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 9199], Speed: 6.136 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 9299], Speed: 5.783 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 9399], Speed: 6.173 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 9499], Speed: 6.212 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 9599], Speed: 5.799 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 9699], Speed: 5.425 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.726
[Epoch 14][Batch 9799], Speed: 5.804 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 9899], Speed: 5.576 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 9999], Speed: 5.634 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 10099], Speed: 5.839 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 10199], Speed: 6.075 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 10299], Speed: 5.269 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 10399], Speed: 6.542 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 10499], Speed: 5.742 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 10599], Speed: 5.733 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 10699], Speed: 5.718 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 10799], Speed: 5.533 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 10899], Speed: 5.716 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 10999], Speed: 6.001 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 11099], Speed: 5.562 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 11199], Speed: 5.669 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 11299], Speed: 5.913 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 11399], Speed: 5.980 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 11499], Speed: 6.280 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 11599], Speed: 5.622 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 11699], Speed: 5.717 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 11799], Speed: 5.465 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 11899], Speed: 5.953 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 11999], Speed: 6.054 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 12099], Speed: 5.460 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 12199], Speed: 5.838 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.725
[Epoch 14][Batch 12299], Speed: 6.211 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 14][Batch 12399], Speed: 6.352 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 14][Batch 12499], Speed: 5.669 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 14][Batch 12599], Speed: 5.762 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 14][Batch 12699], Speed: 5.708 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 14][Batch 12799], Speed: 6.057 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 14][Batch 12899], Speed: 5.647 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 14][Batch 12999], Speed: 6.157 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 14][Batch 13099], Speed: 5.767 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 14][Batch 13199], Speed: 5.702 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 14][Batch 13299], Speed: 5.458 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 14][Batch 13399], Speed: 5.631 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 14][Batch 13499], Speed: 5.896 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 14][Batch 13599], Speed: 5.910 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 14][Batch 13699], Speed: 5.492 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 14][Batch 13799], Speed: 5.462 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 14][Batch 13899], Speed: 5.967 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 14][Batch 13999], Speed: 6.394 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 14][Batch 14099], Speed: 6.180 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 14][Batch 14199], Speed: 6.001 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 14][Batch 14299], Speed: 5.632 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 14][Batch 14399], Speed: 6.042 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 14][Batch 14499], Speed: 6.003 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 14][Batch 14599], Speed: 5.576 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.988,RPNL1Loss=0.241,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 14] Training cost: 19976.219, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213
[Epoch 14] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.385
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.596
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.417
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.247
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.426
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.480
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.319
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.522
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.557
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.399
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.596
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.664
person=54.1
bicycle=28.9
car=42.5
motorcycle=40.6
airplane=56.3
bus=62.1
train=57.4
truck=34.8
boat=25.1
traffic light=26.9
fire hydrant=66.5
stop sign=61.4
parking meter=41.8
bench=22.5
bird=34.6
cat=64.1
dog=56.1
horse=51.1
sheep=51.1
cow=48.8
elephant=60.4
bear=61.8
zebra=63.5
giraffe=62.3
backpack=16.5
umbrella=37.3
handbag=12.2
tie=33.5
suitcase=32.1
frisbee=62.5
skis=22.0
snowboard=35.7
sports ball=39.9
kite=39.8
baseball bat=30.2
baseball glove=37.1
skateboard=50.0
surfboard=34.9
tennis racket=44.1
bottle=38.0
wine glass=36.1
cup=38.4
fork=34.1
knife=18.1
spoon=20.1
bowl=30.3
banana=19.6
apple=16.4
sandwich=27.1
orange=25.9
broccoli=19.1
carrot=21.2
hot dog=30.4
pizza=48.8
donut=41.4
cake=31.5
chair=26.3
couch=38.6
potted plant=26.7
bed=36.7
dining table=23.9
toilet=56.2
tv=52.6
laptop=55.6
mouse=55.9
remote=33.6
keyboard=49.7
cell phone=34.4
microwave=53.7
oven=27.3
toaster=27.7
sink=33.7
refrigerator=50.9
book=15.2
clock=48.7
vase=36.4
scissors=26.1
teddy bear=42.5
hair drier=4.9
toothbrush=20.9
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=38.5
[Epoch 14] mAP 38.5 higher than current best [38.1] saving to faster_rcnn_fpn_syncbn_resnest269_coco_best.params
[Epoch 14] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0014_38.5000.params
[Epoch 15][Batch 99], Speed: 6.648 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.208,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 15][Batch 199], Speed: 6.517 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.209,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.724
[Epoch 15][Batch 299], Speed: 6.023 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.208,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.723
[Epoch 15][Batch 399], Speed: 6.005 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.209,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.723
[Epoch 15][Batch 499], Speed: 6.330 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.209,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.723
[Epoch 15][Batch 599], Speed: 5.651 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.723
[Epoch 15][Batch 699], Speed: 5.875 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.723
[Epoch 15][Batch 799], Speed: 5.992 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.723
[Epoch 15][Batch 899], Speed: 6.395 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.723
[Epoch 15][Batch 999], Speed: 5.680 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.723
[Epoch 15][Batch 1099], Speed: 6.418 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.723
[Epoch 15][Batch 1199], Speed: 5.883 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.723
[Epoch 15][Batch 1299], Speed: 6.772 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.723
[Epoch 15][Batch 1399], Speed: 5.618 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.723
[Epoch 15][Batch 1499], Speed: 5.565 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.723
[Epoch 15][Batch 1599], Speed: 5.604 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.723
[Epoch 15][Batch 1699], Speed: 5.373 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.723
[Epoch 15][Batch 1799], Speed: 6.211 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.209,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.723
[Epoch 15][Batch 1899], Speed: 5.873 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.209,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.723
[Epoch 15][Batch 1999], Speed: 5.985 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.723
[Epoch 15][Batch 2099], Speed: 6.228 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.723
[Epoch 15][Batch 2199], Speed: 5.681 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.723
[Epoch 15][Batch 2299], Speed: 6.172 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.723
[Epoch 15][Batch 2399], Speed: 5.946 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.722
[Epoch 15][Batch 2499], Speed: 6.211 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.722
[Epoch 15][Batch 2599], Speed: 5.865 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.722
[Epoch 15][Batch 2699], Speed: 6.283 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.722
[Epoch 15][Batch 2799], Speed: 5.961 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.722
[Epoch 15][Batch 2899], Speed: 5.940 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.722
[Epoch 15][Batch 2999], Speed: 5.723 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.722
[Epoch 15][Batch 3099], Speed: 5.505 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.722
[Epoch 15][Batch 3199], Speed: 5.979 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.722
[Epoch 15][Batch 3299], Speed: 5.993 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.722
[Epoch 15][Batch 3399], Speed: 5.899 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.722
[Epoch 15][Batch 3499], Speed: 6.112 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.722
[Epoch 15][Batch 3599], Speed: 6.078 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.211,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.722
[Epoch 15][Batch 3699], Speed: 5.781 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.722
[Epoch 15][Batch 3799], Speed: 6.088 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.722
[Epoch 15][Batch 3899], Speed: 5.787 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.722
[Epoch 15][Batch 3999], Speed: 5.708 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.722
[Epoch 15][Batch 4099], Speed: 6.135 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.722
[Epoch 15][Batch 4199], Speed: 6.274 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.722
[Epoch 15][Batch 4299], Speed: 5.659 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.722
[Epoch 15][Batch 4399], Speed: 5.881 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.722
[Epoch 15][Batch 4499], Speed: 5.312 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.722
[Epoch 15][Batch 4599], Speed: 5.458 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.722
[Epoch 15][Batch 4699], Speed: 5.344 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 4799], Speed: 5.384 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.212,RPNAcc=0.988,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 4899], Speed: 5.853 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 4999], Speed: 6.036 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 5099], Speed: 6.270 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 5199], Speed: 5.348 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 5299], Speed: 5.955 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 5399], Speed: 6.031 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 5499], Speed: 6.003 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 5599], Speed: 6.167 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 5699], Speed: 6.298 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 5799], Speed: 5.978 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 5899], Speed: 6.425 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 5999], Speed: 6.058 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 6099], Speed: 6.238 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 6199], Speed: 5.969 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 6299], Speed: 5.939 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 6399], Speed: 5.926 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 6499], Speed: 6.590 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 6599], Speed: 6.168 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 6699], Speed: 5.830 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 6799], Speed: 5.670 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 6899], Speed: 5.717 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 6999], Speed: 6.211 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 7099], Speed: 6.163 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 7199], Speed: 6.580 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.721
[Epoch 15][Batch 7299], Speed: 5.513 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 7399], Speed: 5.570 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 7499], Speed: 6.154 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 7599], Speed: 6.216 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 7699], Speed: 5.755 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 7799], Speed: 6.086 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 7899], Speed: 5.954 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 7999], Speed: 5.465 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 8099], Speed: 5.791 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 8199], Speed: 5.711 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.240,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 8299], Speed: 5.883 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 8399], Speed: 5.709 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 8499], Speed: 5.818 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 8599], Speed: 5.677 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 8699], Speed: 5.892 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 8799], Speed: 6.076 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 8899], Speed: 5.502 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 8999], Speed: 5.513 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 9099], Speed: 5.773 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 9199], Speed: 6.351 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 9299], Speed: 5.451 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 9399], Speed: 6.244 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 9499], Speed: 6.134 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 9599], Speed: 5.780 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 9699], Speed: 6.478 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 9799], Speed: 6.205 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 9899], Speed: 5.919 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.720
[Epoch 15][Batch 9999], Speed: 6.076 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 10099], Speed: 5.844 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 10199], Speed: 5.796 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 10299], Speed: 5.810 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 10399], Speed: 6.341 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 10499], Speed: 6.649 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 10599], Speed: 6.021 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 10699], Speed: 5.782 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 10799], Speed: 6.414 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 10899], Speed: 6.072 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 10999], Speed: 6.095 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 11099], Speed: 5.804 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 11199], Speed: 5.798 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 11299], Speed: 5.537 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 11399], Speed: 5.850 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 11499], Speed: 5.976 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 11599], Speed: 5.589 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 11699], Speed: 5.642 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 11799], Speed: 5.763 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 11899], Speed: 6.218 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 11999], Speed: 6.035 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 12099], Speed: 5.780 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 12199], Speed: 5.864 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 12299], Speed: 5.398 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 12399], Speed: 5.545 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 12499], Speed: 5.748 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 12599], Speed: 5.439 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 12699], Speed: 6.089 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.719
[Epoch 15][Batch 12799], Speed: 5.643 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 15][Batch 12899], Speed: 5.682 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 15][Batch 12999], Speed: 5.684 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 15][Batch 13099], Speed: 5.899 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 15][Batch 13199], Speed: 6.055 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 15][Batch 13299], Speed: 5.882 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 15][Batch 13399], Speed: 5.427 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 15][Batch 13499], Speed: 5.789 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 15][Batch 13599], Speed: 5.953 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 15][Batch 13699], Speed: 5.456 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 15][Batch 13799], Speed: 6.361 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 15][Batch 13899], Speed: 5.687 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 15][Batch 13999], Speed: 6.579 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 15][Batch 14099], Speed: 5.916 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 15][Batch 14199], Speed: 5.937 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 15][Batch 14299], Speed: 5.910 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 15][Batch 14399], Speed: 6.225 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 15][Batch 14499], Speed: 6.369 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 15][Batch 14599], Speed: 5.618 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 15] Training cost: 19819.172, RPN_Conf=0.027,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.213
[Epoch 15] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.375
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.572
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.409
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.237
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.414
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.471
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.317
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.513
 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 ] = 0.371
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.581
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.670
person=53.4
bicycle=23.0
car=41.0
motorcycle=41.6
airplane=58.8
bus=62.2
train=59.0
truck=32.4
boat=24.6
traffic light=26.0
fire hydrant=63.2
stop sign=61.3
parking meter=40.0
bench=19.7
bird=28.2
cat=62.9
dog=56.2
horse=55.4
sheep=43.6
cow=48.8
elephant=57.5
bear=60.5
zebra=59.9
giraffe=61.3
backpack=14.1
umbrella=36.0
handbag=15.0
tie=32.4
suitcase=33.5
frisbee=63.8
skis=18.0
snowboard=28.0
sports ball=40.3
kite=35.5
baseball bat=26.9
baseball glove=37.3
skateboard=50.8
surfboard=30.0
tennis racket=47.2
bottle=36.8
wine glass=34.9
cup=40.6
fork=36.0
knife=19.1
spoon=18.3
bowl=37.0
banana=19.4
apple=16.2
sandwich=29.3
orange=27.8
broccoli=17.3
carrot=15.4
hot dog=26.7
pizza=51.3
donut=42.1
cake=31.0
chair=25.1
couch=36.0
potted plant=26.9
bed=36.7
dining table=26.2
toilet=53.3
tv=51.0
laptop=55.3
mouse=56.2
remote=29.9
keyboard=48.0
cell phone=30.4
microwave=46.4
oven=28.5
toaster=21.4
sink=32.8
refrigerator=48.9
book=14.9
clock=50.0
vase=37.4
scissors=22.7
teddy bear=38.7
hair drier=7.4
toothbrush=24.1
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=37.5
[Epoch 15] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0015_37.5000.params
[Epoch 16][Batch 99], Speed: 6.082 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 16][Batch 199], Speed: 6.242 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 16][Batch 299], Speed: 6.167 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.214,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 16][Batch 399], Speed: 6.363 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 16][Batch 499], Speed: 5.806 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 16][Batch 599], Speed: 5.716 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 16][Batch 699], Speed: 6.313 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 16][Batch 799], Speed: 5.831 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.718
[Epoch 16][Batch 899], Speed: 5.818 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.717
[Epoch 16][Batch 999], Speed: 5.694 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.717
[Epoch 16][Batch 1099], Speed: 6.004 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.717
[Epoch 16][Batch 1199], Speed: 5.674 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.717
[Epoch 16][Batch 1299], Speed: 6.159 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.717
[Epoch 16][Batch 1399], Speed: 5.416 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.717
[Epoch 16][Batch 1499], Speed: 5.907 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.717
[Epoch 16][Batch 1599], Speed: 5.674 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.717
[Epoch 16][Batch 1699], Speed: 6.221 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.717
[Epoch 16][Batch 1799], Speed: 5.872 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.717
[Epoch 16][Batch 1899], Speed: 6.289 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.717
[Epoch 16][Batch 1999], Speed: 5.531 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.717
[Epoch 16][Batch 2099], Speed: 6.254 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.717
[Epoch 16][Batch 2199], Speed: 6.094 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.717
[Epoch 16][Batch 2299], Speed: 6.003 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.717
[Epoch 16][Batch 2399], Speed: 6.088 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.717
[Epoch 16][Batch 2499], Speed: 6.014 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.717
[Epoch 16][Batch 2599], Speed: 5.577 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.239,RCNNAcc=0.938,RCNNL1Loss=0.717
[Epoch 16][Batch 2699], Speed: 5.631 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.717
[Epoch 16][Batch 2799], Speed: 5.554 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.717
[Epoch 16][Batch 2899], Speed: 5.390 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.717
[Epoch 16][Batch 2999], Speed: 5.700 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.717
[Epoch 16][Batch 3099], Speed: 6.128 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.717
[Epoch 16][Batch 3199], Speed: 6.104 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 3299], Speed: 5.805 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 3399], Speed: 5.643 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 3499], Speed: 6.010 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 3599], Speed: 6.559 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 3699], Speed: 5.835 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 3799], Speed: 5.746 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 3899], Speed: 6.113 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 3999], Speed: 6.454 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 4099], Speed: 5.656 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 4199], Speed: 5.667 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 4299], Speed: 5.421 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 4399], Speed: 5.884 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 4499], Speed: 5.943 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 4599], Speed: 5.993 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 4699], Speed: 5.947 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 4799], Speed: 6.109 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 4899], Speed: 5.973 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 4999], Speed: 5.589 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 5099], Speed: 5.855 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 5199], Speed: 5.987 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 5299], Speed: 6.125 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 5399], Speed: 5.316 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 5499], Speed: 5.690 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 5599], Speed: 5.556 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 5699], Speed: 5.975 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 5799], Speed: 6.121 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 5899], Speed: 5.931 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.716
[Epoch 16][Batch 5999], Speed: 6.297 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 6099], Speed: 5.490 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 6199], Speed: 5.947 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 6299], Speed: 5.672 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 6399], Speed: 5.571 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 6499], Speed: 5.993 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 6599], Speed: 5.623 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 6699], Speed: 6.446 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 6799], Speed: 5.568 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 6899], Speed: 5.890 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 6999], Speed: 6.011 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 7099], Speed: 6.087 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 7199], Speed: 5.822 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 7299], Speed: 5.909 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 7399], Speed: 5.528 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 7499], Speed: 5.968 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 7599], Speed: 5.427 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 7699], Speed: 6.015 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 7799], Speed: 5.922 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 7899], Speed: 5.887 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 7999], Speed: 5.590 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 8099], Speed: 5.903 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 8199], Speed: 6.174 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 8299], Speed: 6.100 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 8399], Speed: 5.905 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 8499], Speed: 6.183 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 8599], Speed: 5.946 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 8699], Speed: 6.369 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 8799], Speed: 5.611 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.715
[Epoch 16][Batch 8899], Speed: 5.579 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 8999], Speed: 6.134 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 9099], Speed: 6.230 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 9199], Speed: 5.754 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 9299], Speed: 5.407 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 9399], Speed: 5.696 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 9499], Speed: 5.667 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 9599], Speed: 6.235 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 9699], Speed: 5.437 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 9799], Speed: 6.350 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 9899], Speed: 5.546 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 9999], Speed: 6.476 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 10099], Speed: 6.733 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 10199], Speed: 6.064 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 10299], Speed: 5.869 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 10399], Speed: 5.814 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 10499], Speed: 5.898 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 10599], Speed: 5.762 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 10699], Speed: 6.162 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 10799], Speed: 5.946 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 10899], Speed: 5.852 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 10999], Speed: 6.144 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 11099], Speed: 6.010 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 11199], Speed: 6.134 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 11299], Speed: 5.619 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 11399], Speed: 5.534 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 11499], Speed: 6.169 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 11599], Speed: 5.568 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 11699], Speed: 5.870 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 11799], Speed: 6.280 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 11899], Speed: 6.465 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 11999], Speed: 5.823 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 12099], Speed: 5.642 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 12199], Speed: 5.695 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.238,RCNNAcc=0.938,RCNNL1Loss=0.714
[Epoch 16][Batch 12299], Speed: 6.109 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 16][Batch 12399], Speed: 6.036 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 16][Batch 12499], Speed: 5.467 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 16][Batch 12599], Speed: 5.969 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 16][Batch 12699], Speed: 5.809 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 16][Batch 12799], Speed: 5.922 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 16][Batch 12899], Speed: 5.849 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 16][Batch 12999], Speed: 5.346 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 16][Batch 13099], Speed: 5.562 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 16][Batch 13199], Speed: 5.921 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 16][Batch 13299], Speed: 6.677 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 16][Batch 13399], Speed: 5.759 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 16][Batch 13499], Speed: 5.702 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 16][Batch 13599], Speed: 5.573 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 16][Batch 13699], Speed: 5.867 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 16][Batch 13799], Speed: 5.628 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 16][Batch 13899], Speed: 5.675 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 16][Batch 13999], Speed: 6.353 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 16][Batch 14099], Speed: 5.917 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 16][Batch 14199], Speed: 5.616 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 16][Batch 14299], Speed: 5.760 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 16][Batch 14399], Speed: 5.553 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 16][Batch 14499], Speed: 5.478 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 16][Batch 14599], Speed: 6.205 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 16] Training cost: 19956.256, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.212
[Epoch 16] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.371
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.567
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.407
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.231
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.403
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.480
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.313
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.512
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.544
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.374
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.584
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.665
person=51.9
bicycle=29.9
car=41.9
motorcycle=42.5
airplane=57.6
bus=60.9
train=55.3
truck=25.5
boat=21.3
traffic light=24.4
fire hydrant=56.6
stop sign=60.2
parking meter=43.5
bench=22.7
bird=31.6
cat=56.3
dog=53.9
horse=48.3
sheep=48.4
cow=41.6
elephant=53.7
bear=60.3
zebra=63.2
giraffe=66.1
backpack=13.0
umbrella=36.2
handbag=15.7
tie=33.1
suitcase=34.6
frisbee=63.8
skis=22.4
snowboard=33.3
sports ball=38.0
kite=38.8
baseball bat=28.7
baseball glove=34.9
skateboard=50.2
surfboard=30.2
tennis racket=46.9
bottle=34.8
wine glass=29.5
cup=37.3
fork=34.4
knife=18.1
spoon=14.6
bowl=35.1
banana=22.5
apple=17.9
sandwich=28.4
orange=27.2
broccoli=19.4
carrot=18.5
hot dog=34.3
pizza=47.5
donut=39.5
cake=32.2
chair=26.8
couch=37.2
potted plant=26.6
bed=36.6
dining table=25.9
toilet=51.9
tv=52.9
laptop=59.1
mouse=57.1
remote=29.2
keyboard=46.9
cell phone=32.8
microwave=46.1
oven=27.7
toaster=25.7
sink=34.5
refrigerator=48.4
book=13.7
clock=48.8
vase=35.9
scissors=15.4
teddy bear=36.9
hair drier=5.1
toothbrush=18.6
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=37.1
[Epoch 16] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0016_37.1000.params
[Epoch 17][Batch 99], Speed: 5.834 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.219,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 17][Batch 199], Speed: 6.213 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.214,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 17][Batch 299], Speed: 6.527 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 17][Batch 399], Speed: 6.153 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.214,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 17][Batch 499], Speed: 6.060 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 17][Batch 599], Speed: 5.838 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 17][Batch 699], Speed: 6.619 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.713
[Epoch 17][Batch 799], Speed: 5.553 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 899], Speed: 5.341 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 999], Speed: 5.786 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 1099], Speed: 6.063 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 1199], Speed: 6.810 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 1299], Speed: 5.785 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 1399], Speed: 5.612 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 1499], Speed: 5.824 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 1599], Speed: 6.111 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 1699], Speed: 5.375 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 1799], Speed: 5.666 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 1899], Speed: 5.992 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 1999], Speed: 5.763 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 2099], Speed: 5.721 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 2199], Speed: 6.271 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 2299], Speed: 5.725 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 2399], Speed: 5.774 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 2499], Speed: 5.794 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 2599], Speed: 5.839 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 2699], Speed: 5.999 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 2799], Speed: 5.870 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 2899], Speed: 6.304 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 2999], Speed: 5.673 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 3099], Speed: 5.587 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 3199], Speed: 5.949 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 3299], Speed: 5.732 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.712
[Epoch 17][Batch 3399], Speed: 5.623 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.938,RCNNL1Loss=0.711
[Epoch 17][Batch 3499], Speed: 5.370 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 3599], Speed: 5.730 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 3699], Speed: 6.331 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 3799], Speed: 6.174 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 3899], Speed: 6.189 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 3999], Speed: 6.065 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 4099], Speed: 5.857 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 4199], Speed: 5.732 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 4299], Speed: 5.957 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 4399], Speed: 5.997 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 4499], Speed: 5.776 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 4599], Speed: 5.462 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 4699], Speed: 6.467 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 4799], Speed: 6.323 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 4899], Speed: 5.772 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 4999], Speed: 5.495 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 5099], Speed: 6.033 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 5199], Speed: 5.620 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 5299], Speed: 5.228 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 5399], Speed: 5.566 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 5499], Speed: 5.876 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 5599], Speed: 5.916 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 5699], Speed: 6.073 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 5799], Speed: 5.777 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 5899], Speed: 6.242 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 5999], Speed: 6.269 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 6099], Speed: 5.766 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 6199], Speed: 5.753 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.711
[Epoch 17][Batch 6299], Speed: 5.815 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 6399], Speed: 5.433 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 6499], Speed: 5.944 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 6599], Speed: 6.387 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 6699], Speed: 6.562 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 6799], Speed: 5.770 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 6899], Speed: 5.840 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 6999], Speed: 6.180 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.237,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 7099], Speed: 5.556 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 7199], Speed: 5.337 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 7299], Speed: 6.120 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 7399], Speed: 6.092 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 7499], Speed: 5.767 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 7599], Speed: 5.684 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 7699], Speed: 5.636 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 7799], Speed: 5.984 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 7899], Speed: 5.226 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 7999], Speed: 6.020 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 8099], Speed: 5.778 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 8199], Speed: 6.267 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 8299], Speed: 6.204 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 8399], Speed: 5.860 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 8499], Speed: 5.893 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 8599], Speed: 5.787 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 8699], Speed: 5.425 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 8799], Speed: 6.115 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 8899], Speed: 6.214 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 8999], Speed: 5.970 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 9099], Speed: 5.695 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 9199], Speed: 6.340 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 9299], Speed: 5.344 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 9399], Speed: 5.647 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 9499], Speed: 5.546 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.710
[Epoch 17][Batch 9599], Speed: 5.849 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 9699], Speed: 5.972 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 9799], Speed: 5.633 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 9899], Speed: 6.367 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 9999], Speed: 5.990 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 10099], Speed: 6.066 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 10199], Speed: 5.843 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 10299], Speed: 6.126 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 10399], Speed: 6.418 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 10499], Speed: 6.141 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 10599], Speed: 5.767 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 10699], Speed: 5.824 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 10799], Speed: 5.867 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 10899], Speed: 6.240 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 10999], Speed: 5.885 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 11099], Speed: 5.969 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 11199], Speed: 6.135 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 11299], Speed: 5.510 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 11399], Speed: 5.435 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 11499], Speed: 5.953 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 11599], Speed: 5.787 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 11699], Speed: 5.185 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 11799], Speed: 5.813 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 11899], Speed: 5.927 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 11999], Speed: 5.910 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 12099], Speed: 6.206 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 12199], Speed: 5.747 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 12299], Speed: 6.164 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 12399], Speed: 5.571 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 12499], Speed: 5.941 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 12599], Speed: 5.878 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 12699], Speed: 5.741 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 12799], Speed: 5.985 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 12899], Speed: 6.169 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 12999], Speed: 6.045 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 13099], Speed: 5.861 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 13199], Speed: 5.905 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.709
[Epoch 17][Batch 13299], Speed: 5.532 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 17][Batch 13399], Speed: 5.857 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 17][Batch 13499], Speed: 5.493 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 17][Batch 13599], Speed: 5.737 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 17][Batch 13699], Speed: 6.099 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 17][Batch 13799], Speed: 5.831 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 17][Batch 13899], Speed: 6.159 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 17][Batch 13999], Speed: 6.016 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 17][Batch 14099], Speed: 6.069 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 17][Batch 14199], Speed: 5.308 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 17][Batch 14299], Speed: 6.163 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 17][Batch 14399], Speed: 6.575 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 17][Batch 14499], Speed: 5.302 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 17][Batch 14599], Speed: 5.614 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 17] Training cost: 19968.589, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.211
[Epoch 17] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.387
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.591
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.421
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.242
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.430
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.503
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.323
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.521
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.551
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.369
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.596
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.676
person=53.6
bicycle=30.1
car=41.5
motorcycle=38.9
airplane=50.4
bus=63.4
train=61.4
truck=32.6
boat=23.2
traffic light=25.1
fire hydrant=65.1
stop sign=62.7
parking meter=42.4
bench=23.1
bird=30.1
cat=59.9
dog=50.8
horse=45.5
sheep=49.9
cow=46.4
elephant=58.7
bear=66.8
zebra=61.7
giraffe=63.2
backpack=14.2
umbrella=38.1
handbag=14.5
tie=30.2
suitcase=23.7
frisbee=63.3
skis=20.7
snowboard=36.7
sports ball=39.8
kite=36.7
baseball bat=30.7
baseball glove=39.9
skateboard=50.0
surfboard=35.5
tennis racket=54.0
bottle=37.7
wine glass=35.1
cup=41.1
fork=35.9
knife=18.5
spoon=22.3
bowl=39.4
banana=24.4
apple=19.2
sandwich=29.4
orange=27.3
broccoli=18.2
carrot=18.2
hot dog=37.4
pizza=50.5
donut=41.1
cake=31.2
chair=27.0
couch=39.4
potted plant=27.0
bed=36.8
dining table=26.1
toilet=53.8
tv=52.0
laptop=58.5
mouse=59.8
remote=34.5
keyboard=46.9
cell phone=33.0
microwave=54.4
oven=32.3
toaster=37.7
sink=34.1
refrigerator=44.6
book=13.8
clock=49.5
vase=37.7
scissors=25.7
teddy bear=43.7
hair drier=6.1
toothbrush=19.5
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=38.7
[Epoch 17] mAP 38.7 higher than current best [38.5] saving to faster_rcnn_fpn_syncbn_resnest269_coco_best.params
[Epoch 17] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0017_38.7000.params
[Epoch 18][Batch 99], Speed: 6.271 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 18][Batch 199], Speed: 5.883 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.212,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 18][Batch 299], Speed: 5.734 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.214,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 18][Batch 399], Speed: 6.045 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 18][Batch 499], Speed: 6.431 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.211,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 18][Batch 599], Speed: 5.843 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 18][Batch 699], Speed: 5.747 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 18][Batch 799], Speed: 5.786 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 18][Batch 899], Speed: 6.363 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 18][Batch 999], Speed: 5.702 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 18][Batch 1099], Speed: 5.929 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 18][Batch 1199], Speed: 5.612 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 18][Batch 1299], Speed: 5.927 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 18][Batch 1399], Speed: 5.938 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 18][Batch 1499], Speed: 5.939 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 18][Batch 1599], Speed: 5.460 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 18][Batch 1699], Speed: 5.428 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.708
[Epoch 18][Batch 1799], Speed: 6.034 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 1899], Speed: 5.821 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 1999], Speed: 5.866 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 2099], Speed: 5.937 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 2199], Speed: 6.112 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 2299], Speed: 5.712 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 2399], Speed: 6.516 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 2499], Speed: 5.855 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 2599], Speed: 6.200 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 2699], Speed: 5.711 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 2799], Speed: 6.196 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 2899], Speed: 5.834 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 2999], Speed: 5.610 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 3099], Speed: 5.263 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 3199], Speed: 6.103 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 3299], Speed: 5.877 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 3399], Speed: 5.950 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 3499], Speed: 5.935 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 3599], Speed: 5.888 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.236,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 3699], Speed: 5.732 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 3799], Speed: 6.062 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 3899], Speed: 6.490 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 3999], Speed: 5.647 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 4099], Speed: 6.783 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 4199], Speed: 5.582 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 4299], Speed: 5.784 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 4399], Speed: 5.595 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 4499], Speed: 5.368 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 4599], Speed: 5.961 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 4699], Speed: 6.123 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.707
[Epoch 18][Batch 4799], Speed: 6.378 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 4899], Speed: 5.492 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 4999], Speed: 5.601 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 5099], Speed: 5.832 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 5199], Speed: 6.176 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 5299], Speed: 5.845 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 5399], Speed: 5.238 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 5499], Speed: 5.935 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 5599], Speed: 5.708 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 5699], Speed: 5.747 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 5799], Speed: 6.195 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 5899], Speed: 5.673 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 5999], Speed: 6.351 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 6099], Speed: 5.535 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 6199], Speed: 5.604 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 6299], Speed: 5.787 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 6399], Speed: 6.111 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 6499], Speed: 5.447 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 6599], Speed: 5.487 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 6699], Speed: 5.869 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 6799], Speed: 6.130 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 6899], Speed: 5.829 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 6999], Speed: 5.689 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 7099], Speed: 5.761 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 7199], Speed: 6.129 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 7299], Speed: 5.966 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 7399], Speed: 5.838 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 7499], Speed: 5.910 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 7599], Speed: 5.922 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 7699], Speed: 5.463 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 7799], Speed: 6.117 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 7899], Speed: 6.056 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 7999], Speed: 6.103 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 8099], Speed: 5.841 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.706
[Epoch 18][Batch 8199], Speed: 6.015 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 8299], Speed: 6.378 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 8399], Speed: 5.390 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 8499], Speed: 5.354 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 8599], Speed: 5.743 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 8699], Speed: 6.132 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 8799], Speed: 6.066 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 8899], Speed: 6.609 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 8999], Speed: 5.617 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 9099], Speed: 5.419 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 9199], Speed: 6.169 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 9299], Speed: 5.872 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 9399], Speed: 5.673 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 9499], Speed: 6.096 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 9599], Speed: 5.733 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 9699], Speed: 5.996 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 9799], Speed: 6.025 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 9899], Speed: 5.814 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 9999], Speed: 6.254 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 10099], Speed: 5.858 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 10199], Speed: 5.532 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 10299], Speed: 5.726 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 10399], Speed: 5.522 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 10499], Speed: 6.333 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 10599], Speed: 5.717 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 10699], Speed: 5.549 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 10799], Speed: 5.996 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 10899], Speed: 5.603 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 10999], Speed: 5.759 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 11099], Speed: 6.179 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 11199], Speed: 6.019 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 11299], Speed: 6.153 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 11399], Speed: 5.715 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 11499], Speed: 6.248 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 11599], Speed: 6.272 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 11699], Speed: 6.172 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 11799], Speed: 5.899 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 11899], Speed: 5.895 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.705
[Epoch 18][Batch 11999], Speed: 6.017 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 12099], Speed: 5.863 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 12199], Speed: 5.952 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 12299], Speed: 6.264 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 12399], Speed: 5.667 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 12499], Speed: 5.526 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 12599], Speed: 5.920 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 12699], Speed: 5.787 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 12799], Speed: 5.981 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 12899], Speed: 5.915 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 12999], Speed: 6.018 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 13099], Speed: 6.284 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 13199], Speed: 5.481 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 13299], Speed: 5.710 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 13399], Speed: 5.743 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 13499], Speed: 6.220 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 13599], Speed: 6.005 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 13699], Speed: 5.685 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 13799], Speed: 5.534 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 13899], Speed: 5.692 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 13999], Speed: 5.852 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 14099], Speed: 5.784 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 14199], Speed: 5.570 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 14299], Speed: 5.972 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 14399], Speed: 5.205 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 14499], Speed: 6.105 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18][Batch 14599], Speed: 6.238 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.210,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 18] Training cost: 19982.258, RPN_Conf=0.026,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.210
[Epoch 18] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.383
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.591
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.413
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.240
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.429
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.476
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.317
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.511
 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 ] = 0.369
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.588
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.649
person=53.1
bicycle=28.5
car=44.6
motorcycle=42.4
airplane=62.5
bus=61.5
train=60.7
truck=30.3
boat=24.8
traffic light=25.9
fire hydrant=61.7
stop sign=60.8
parking meter=39.1
bench=21.5
bird=31.2
cat=58.9
dog=53.3
horse=52.4
sheep=46.1
cow=44.5
elephant=58.7
bear=57.3
zebra=64.9
giraffe=59.4
backpack=14.8
umbrella=35.6
handbag=14.3
tie=34.7
suitcase=36.5
frisbee=63.5
skis=19.2
snowboard=35.9
sports ball=43.5
kite=37.5
baseball bat=30.9
baseball glove=36.4
skateboard=52.1
surfboard=36.5
tennis racket=47.2
bottle=37.2
wine glass=34.0
cup=40.6
fork=32.0
knife=21.3
spoon=17.1
bowl=36.5
banana=22.3
apple=16.2
sandwich=32.9
orange=27.4
broccoli=21.4
carrot=19.9
hot dog=28.2
pizza=49.0
donut=42.2
cake=29.9
chair=27.6
couch=32.7
potted plant=24.2
bed=38.7
dining table=24.0
toilet=53.5
tv=51.6
laptop=56.6
mouse=59.8
remote=31.9
keyboard=47.4
cell phone=30.0
microwave=54.3
oven=29.0
toaster=30.7
sink=34.7
refrigerator=52.9
book=16.4
clock=46.7
vase=37.1
scissors=21.8
teddy bear=35.9
hair drier=5.9
toothbrush=26.9
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=38.3
[Epoch 18] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0018_38.3000.params
[Epoch 19][Batch 99], Speed: 6.638 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 19][Batch 199], Speed: 6.355 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.205,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 19][Batch 299], Speed: 5.941 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.204,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 19][Batch 399], Speed: 5.873 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.205,RPNAcc=0.989,RPNL1Loss=0.235,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 19][Batch 499], Speed: 5.967 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.205,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 19][Batch 599], Speed: 6.344 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.206,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 19][Batch 699], Speed: 6.107 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 19][Batch 799], Speed: 6.081 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.206,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 19][Batch 899], Speed: 6.257 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 19][Batch 999], Speed: 5.709 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.704
[Epoch 19][Batch 1099], Speed: 6.448 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 1199], Speed: 5.727 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 1299], Speed: 5.737 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.206,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 1399], Speed: 6.245 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 1499], Speed: 5.630 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 1599], Speed: 5.705 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 1699], Speed: 5.779 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 1799], Speed: 6.396 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 1899], Speed: 5.765 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 1999], Speed: 5.393 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 2099], Speed: 6.315 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 2199], Speed: 5.665 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.206,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 2299], Speed: 5.690 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 2399], Speed: 5.879 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 2499], Speed: 5.628 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 2599], Speed: 6.211 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 2699], Speed: 6.014 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 2799], Speed: 5.462 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 2899], Speed: 5.877 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 2999], Speed: 5.621 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 3099], Speed: 5.668 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 3199], Speed: 5.833 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 3299], Speed: 6.060 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 3399], Speed: 5.940 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 3499], Speed: 6.574 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 3599], Speed: 6.362 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 3699], Speed: 6.078 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 3799], Speed: 6.109 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 3899], Speed: 6.165 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 3999], Speed: 6.297 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 4099], Speed: 5.618 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.703
[Epoch 19][Batch 4199], Speed: 5.816 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 4299], Speed: 5.771 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 4399], Speed: 6.011 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 4499], Speed: 5.768 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 4599], Speed: 6.150 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 4699], Speed: 5.450 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 4799], Speed: 5.853 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 4899], Speed: 6.096 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 4999], Speed: 5.679 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 5099], Speed: 6.287 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 5199], Speed: 5.927 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 5299], Speed: 6.391 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 5399], Speed: 5.198 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 5499], Speed: 6.014 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 5599], Speed: 6.233 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 5699], Speed: 6.250 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 5799], Speed: 5.356 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 5899], Speed: 5.876 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 5999], Speed: 5.676 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 6099], Speed: 5.744 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 6199], Speed: 6.062 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 6299], Speed: 5.672 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 6399], Speed: 5.321 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 6499], Speed: 5.834 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.207,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 6599], Speed: 5.616 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 6699], Speed: 5.840 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 6799], Speed: 6.138 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 6899], Speed: 6.296 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 6999], Speed: 6.009 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 7099], Speed: 5.907 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 7199], Speed: 6.195 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 7299], Speed: 6.037 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 7399], Speed: 6.136 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 7499], Speed: 6.087 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 7599], Speed: 5.944 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 7699], Speed: 6.102 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.702
[Epoch 19][Batch 7799], Speed: 5.642 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 7899], Speed: 6.351 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 7999], Speed: 5.528 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 8099], Speed: 5.926 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 8199], Speed: 5.777 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 8299], Speed: 5.331 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 8399], Speed: 5.636 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 8499], Speed: 5.398 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 8599], Speed: 5.768 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 8699], Speed: 5.641 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 8799], Speed: 6.179 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 8899], Speed: 5.869 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 8999], Speed: 6.243 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 9099], Speed: 5.621 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 9199], Speed: 6.401 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 9299], Speed: 6.264 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 9399], Speed: 5.745 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 9499], Speed: 6.781 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 9599], Speed: 5.918 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 9699], Speed: 5.974 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 9799], Speed: 5.746 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 9899], Speed: 6.028 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.208,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 9999], Speed: 5.701 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 10099], Speed: 5.517 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 10199], Speed: 5.740 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 10299], Speed: 5.767 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 10399], Speed: 5.852 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 10499], Speed: 5.916 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 10599], Speed: 5.489 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 10699], Speed: 5.860 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 10799], Speed: 5.471 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 10899], Speed: 5.748 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 10999], Speed: 5.705 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 11099], Speed: 6.123 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 11199], Speed: 5.818 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 11299], Speed: 5.747 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 11399], Speed: 5.869 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 11499], Speed: 6.481 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 11599], Speed: 5.880 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 11699], Speed: 6.046 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 11799], Speed: 5.683 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.701
[Epoch 19][Batch 11899], Speed: 6.003 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 11999], Speed: 6.154 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 12099], Speed: 5.644 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.234,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 12199], Speed: 5.777 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 12299], Speed: 5.620 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 12399], Speed: 5.831 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 12499], Speed: 6.229 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 12599], Speed: 6.006 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 12699], Speed: 5.747 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 12799], Speed: 5.690 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 12899], Speed: 6.445 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 12999], Speed: 5.741 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 13099], Speed: 5.995 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 13199], Speed: 6.193 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 13299], Speed: 6.008 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 13399], Speed: 5.913 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 13499], Speed: 5.427 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 13599], Speed: 5.405 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 13699], Speed: 6.045 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 13799], Speed: 5.761 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 13899], Speed: 5.600 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 13999], Speed: 6.067 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 14099], Speed: 5.900 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 14199], Speed: 5.622 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 14299], Speed: 5.912 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 14399], Speed: 5.985 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 14499], Speed: 6.207 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19][Batch 14599], Speed: 5.931 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.209,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 19] Training cost: 19893.117, RPN_Conf=0.026,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.209
[Epoch 19] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.375
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.581
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.407
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.245
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.418
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.471
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.316
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.515
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.547
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.392
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.582
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.655
person=53.1
bicycle=26.5
car=43.3
motorcycle=41.4
airplane=52.1
bus=58.2
train=53.5
truck=30.2
boat=23.1
traffic light=26.6
fire hydrant=66.7
stop sign=63.9
parking meter=44.3
bench=22.1
bird=27.2
cat=62.9
dog=53.9
horse=52.1
sheep=48.5
cow=54.7
elephant=58.9
bear=44.2
zebra=60.5
giraffe=62.4
backpack=13.8
umbrella=33.5
handbag=12.3
tie=29.5
suitcase=31.5
frisbee=63.3
skis=21.1
snowboard=31.0
sports ball=43.4
kite=33.0
baseball bat=33.6
baseball glove=38.1
skateboard=52.9
surfboard=34.5
tennis racket=49.0
bottle=37.1
wine glass=34.7
cup=41.1
fork=34.4
knife=16.8
spoon=17.8
bowl=38.8
banana=22.3
apple=16.2
sandwich=24.5
orange=25.8
broccoli=18.2
carrot=14.7
hot dog=24.0
pizza=48.6
donut=42.9
cake=36.1
chair=24.7
couch=36.6
potted plant=24.5
bed=32.1
dining table=22.6
toilet=51.3
tv=52.8
laptop=54.1
mouse=59.3
remote=32.5
keyboard=44.0
cell phone=31.1
microwave=53.0
oven=29.7
toaster=25.3
sink=36.7
refrigerator=49.8
book=15.7
clock=46.3
vase=36.0
scissors=23.7
teddy bear=38.6
hair drier=8.4
toothbrush=24.1
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=37.5
[Epoch 19] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0019_37.5000.params
[Epoch 20] Set learning rate to 0.001
[Epoch 20][Batch 99], Speed: 6.289 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.213,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 20][Batch 199], Speed: 6.344 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.204,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 20][Batch 299], Speed: 6.107 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.201,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 20][Batch 399], Speed: 6.324 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.198,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 20][Batch 499], Speed: 5.697 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.198,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 20][Batch 599], Speed: 5.867 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.142,RCNN_SmoothL1=0.195,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 20][Batch 699], Speed: 6.438 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.197,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.700
[Epoch 20][Batch 799], Speed: 5.939 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.142,RCNN_SmoothL1=0.196,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.699
[Epoch 20][Batch 899], Speed: 5.594 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.142,RCNN_SmoothL1=0.197,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.699
[Epoch 20][Batch 999], Speed: 6.283 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.141,RCNN_SmoothL1=0.196,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.699
[Epoch 20][Batch 1099], Speed: 5.993 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.196,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.699
[Epoch 20][Batch 1199], Speed: 5.792 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.196,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.699
[Epoch 20][Batch 1299], Speed: 5.320 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.196,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.699
[Epoch 20][Batch 1399], Speed: 5.876 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.195,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.699
[Epoch 20][Batch 1499], Speed: 5.790 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.195,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.699
[Epoch 20][Batch 1599], Speed: 6.194 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.137,RCNN_SmoothL1=0.194,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.699
[Epoch 20][Batch 1699], Speed: 6.063 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.137,RCNN_SmoothL1=0.194,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.699
[Epoch 20][Batch 1799], Speed: 6.123 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.193,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.699
[Epoch 20][Batch 1899], Speed: 5.648 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.193,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.699
[Epoch 20][Batch 1999], Speed: 6.059 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.192,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.699
[Epoch 20][Batch 2099], Speed: 6.134 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.192,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.699
[Epoch 20][Batch 2199], Speed: 6.179 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.192,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.699
[Epoch 20][Batch 2299], Speed: 6.324 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.192,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.699
[Epoch 20][Batch 2399], Speed: 6.248 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.191,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.699
[Epoch 20][Batch 2499], Speed: 6.276 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.191,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.699
[Epoch 20][Batch 2599], Speed: 5.571 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.191,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.699
[Epoch 20][Batch 2699], Speed: 5.718 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.191,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.698
[Epoch 20][Batch 2799], Speed: 5.899 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.192,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.698
[Epoch 20][Batch 2899], Speed: 5.333 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.191,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.698
[Epoch 20][Batch 2999], Speed: 5.858 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.191,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.698
[Epoch 20][Batch 3099], Speed: 6.062 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.191,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.698
[Epoch 20][Batch 3199], Speed: 5.991 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.132,RCNN_SmoothL1=0.191,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.698
[Epoch 20][Batch 3299], Speed: 5.458 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.132,RCNN_SmoothL1=0.191,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.698
[Epoch 20][Batch 3399], Speed: 5.932 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.132,RCNN_SmoothL1=0.191,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.698
[Epoch 20][Batch 3499], Speed: 5.498 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.132,RCNN_SmoothL1=0.191,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.698
[Epoch 20][Batch 3599], Speed: 5.738 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.132,RCNN_SmoothL1=0.191,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.698
[Epoch 20][Batch 3699], Speed: 5.991 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.191,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.698
[Epoch 20][Batch 3799], Speed: 5.966 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.191,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.698
[Epoch 20][Batch 3899], Speed: 6.111 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.190,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.698
[Epoch 20][Batch 3999], Speed: 6.107 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.190,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.698
[Epoch 20][Batch 4099], Speed: 5.838 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.190,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.698
[Epoch 20][Batch 4199], Speed: 6.077 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.190,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.698
[Epoch 20][Batch 4299], Speed: 5.517 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.190,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.697
[Epoch 20][Batch 4399], Speed: 5.700 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.190,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.697
[Epoch 20][Batch 4499], Speed: 5.830 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.189,RPNAcc=0.989,RPNL1Loss=0.233,RCNNAcc=0.939,RCNNL1Loss=0.697
[Epoch 20][Batch 4599], Speed: 5.946 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.189,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.939,RCNNL1Loss=0.697
[Epoch 20][Batch 4699], Speed: 6.004 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.189,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.939,RCNNL1Loss=0.697
[Epoch 20][Batch 4799], Speed: 5.795 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.189,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.939,RCNNL1Loss=0.697
[Epoch 20][Batch 4899], Speed: 6.080 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.189,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.939,RCNNL1Loss=0.697
[Epoch 20][Batch 4999], Speed: 5.385 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.189,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.939,RCNNL1Loss=0.697
[Epoch 20][Batch 5099], Speed: 5.997 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.189,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.939,RCNNL1Loss=0.697
[Epoch 20][Batch 5199], Speed: 6.305 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.189,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.939,RCNNL1Loss=0.697
[Epoch 20][Batch 5299], Speed: 5.699 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.189,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.939,RCNNL1Loss=0.697
[Epoch 20][Batch 5399], Speed: 6.370 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.189,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.939,RCNNL1Loss=0.697
[Epoch 20][Batch 5499], Speed: 6.224 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.188,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.939,RCNNL1Loss=0.697
[Epoch 20][Batch 5599], Speed: 5.273 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.188,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.939,RCNNL1Loss=0.697
[Epoch 20][Batch 5699], Speed: 5.917 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.188,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.697
[Epoch 20][Batch 5799], Speed: 5.899 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.188,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.697
[Epoch 20][Batch 5899], Speed: 5.779 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.188,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.696
[Epoch 20][Batch 5999], Speed: 6.031 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.188,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.696
[Epoch 20][Batch 6099], Speed: 6.048 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.188,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.696
[Epoch 20][Batch 6199], Speed: 6.041 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.188,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.696
[Epoch 20][Batch 6299], Speed: 5.504 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.188,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.696
[Epoch 20][Batch 6399], Speed: 5.498 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.188,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.696
[Epoch 20][Batch 6499], Speed: 5.659 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.188,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.696
[Epoch 20][Batch 6599], Speed: 5.507 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.188,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.696
[Epoch 20][Batch 6699], Speed: 6.080 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.188,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.696
[Epoch 20][Batch 6799], Speed: 5.898 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.188,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.696
[Epoch 20][Batch 6899], Speed: 5.960 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.188,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.696
[Epoch 20][Batch 6999], Speed: 6.286 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.188,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.696
[Epoch 20][Batch 7099], Speed: 6.283 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.188,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.696
[Epoch 20][Batch 7199], Speed: 5.565 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.188,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.696
[Epoch 20][Batch 7299], Speed: 6.000 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.188,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.696
[Epoch 20][Batch 7399], Speed: 5.990 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.188,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.696
[Epoch 20][Batch 7499], Speed: 6.269 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.188,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.695
[Epoch 20][Batch 7599], Speed: 5.667 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.188,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.695
[Epoch 20][Batch 7699], Speed: 5.629 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.188,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.695
[Epoch 20][Batch 7799], Speed: 6.295 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.188,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.695
[Epoch 20][Batch 7899], Speed: 5.883 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.695
[Epoch 20][Batch 7999], Speed: 6.122 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.695
[Epoch 20][Batch 8099], Speed: 5.775 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.695
[Epoch 20][Batch 8199], Speed: 6.095 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.695
[Epoch 20][Batch 8299], Speed: 5.675 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.695
[Epoch 20][Batch 8399], Speed: 5.943 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.695
[Epoch 20][Batch 8499], Speed: 6.445 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.695
[Epoch 20][Batch 8599], Speed: 5.980 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.695
[Epoch 20][Batch 8699], Speed: 6.134 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.695
[Epoch 20][Batch 8799], Speed: 5.822 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.695
[Epoch 20][Batch 8899], Speed: 6.440 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.695
[Epoch 20][Batch 8999], Speed: 6.003 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.695
[Epoch 20][Batch 9099], Speed: 5.617 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.695
[Epoch 20][Batch 9199], Speed: 5.983 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.694
[Epoch 20][Batch 9299], Speed: 6.123 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.694
[Epoch 20][Batch 9399], Speed: 5.550 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.232,RCNNAcc=0.940,RCNNL1Loss=0.694
[Epoch 20][Batch 9499], Speed: 5.929 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.694
[Epoch 20][Batch 9599], Speed: 6.091 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.694
[Epoch 20][Batch 9699], Speed: 5.360 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.694
[Epoch 20][Batch 9799], Speed: 5.808 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.694
[Epoch 20][Batch 9899], Speed: 5.971 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.694
[Epoch 20][Batch 9999], Speed: 5.563 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.694
[Epoch 20][Batch 10099], Speed: 5.910 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.694
[Epoch 20][Batch 10199], Speed: 6.295 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.694
[Epoch 20][Batch 10299], Speed: 5.845 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.694
[Epoch 20][Batch 10399], Speed: 5.574 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.187,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.694
[Epoch 20][Batch 10499], Speed: 5.530 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.694
[Epoch 20][Batch 10599], Speed: 6.234 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.694
[Epoch 20][Batch 10699], Speed: 6.020 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.694
[Epoch 20][Batch 10799], Speed: 6.097 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.124,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.693
[Epoch 20][Batch 10899], Speed: 5.386 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.124,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.693
[Epoch 20][Batch 10999], Speed: 5.838 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.124,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.693
[Epoch 20][Batch 11099], Speed: 6.684 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.124,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.693
[Epoch 20][Batch 11199], Speed: 5.487 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.124,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.693
[Epoch 20][Batch 11299], Speed: 5.635 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.124,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.693
[Epoch 20][Batch 11399], Speed: 5.628 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.124,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.693
[Epoch 20][Batch 11499], Speed: 5.817 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.124,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.693
[Epoch 20][Batch 11599], Speed: 6.098 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.124,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.693
[Epoch 20][Batch 11699], Speed: 5.931 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.124,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.693
[Epoch 20][Batch 11799], Speed: 5.787 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.124,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.693
[Epoch 20][Batch 11899], Speed: 6.548 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.124,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.693
[Epoch 20][Batch 11999], Speed: 5.884 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.124,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.693
[Epoch 20][Batch 12099], Speed: 5.389 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.124,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.693
[Epoch 20][Batch 12199], Speed: 5.769 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.124,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.693
[Epoch 20][Batch 12299], Speed: 5.778 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.124,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.693
[Epoch 20][Batch 12399], Speed: 6.249 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.124,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.692
[Epoch 20][Batch 12499], Speed: 5.707 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.124,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.692
[Epoch 20][Batch 12599], Speed: 5.910 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.124,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.692
[Epoch 20][Batch 12699], Speed: 5.671 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.124,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.692
[Epoch 20][Batch 12799], Speed: 5.730 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.124,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.692
[Epoch 20][Batch 12899], Speed: 5.570 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.692
[Epoch 20][Batch 12999], Speed: 5.699 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.692
[Epoch 20][Batch 13099], Speed: 5.997 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.692
[Epoch 20][Batch 13199], Speed: 5.598 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.692
[Epoch 20][Batch 13299], Speed: 5.591 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.692
[Epoch 20][Batch 13399], Speed: 6.115 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.692
[Epoch 20][Batch 13499], Speed: 5.647 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.692
[Epoch 20][Batch 13599], Speed: 6.076 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.692
[Epoch 20][Batch 13699], Speed: 6.005 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.692
[Epoch 20][Batch 13799], Speed: 5.237 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.692
[Epoch 20][Batch 13899], Speed: 5.829 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.692
[Epoch 20][Batch 13999], Speed: 5.991 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.691
[Epoch 20][Batch 14099], Speed: 5.362 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.691
[Epoch 20][Batch 14199], Speed: 5.790 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.691
[Epoch 20][Batch 14299], Speed: 5.588 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.231,RCNNAcc=0.940,RCNNL1Loss=0.691
[Epoch 20][Batch 14399], Speed: 5.551 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.691
[Epoch 20][Batch 14499], Speed: 5.549 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.691
[Epoch 20][Batch 14599], Speed: 5.762 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.186,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.691
[Epoch 20] Training cost: 19970.674, RPN_Conf=0.018,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.185
[Epoch 20] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.458
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.668
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.500
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.304
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.495
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.580
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.356
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.574
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.606
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.447
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.642
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.743
person=57.6
bicycle=35.6
car=47.0
motorcycle=47.7
airplane=67.6
bus=68.2
train=67.8
truck=40.8
boat=32.2
traffic light=30.0
fire hydrant=71.1
stop sign=67.9
parking meter=54.7
bench=29.7
bird=38.0
cat=72.9
dog=65.6
horse=63.6
sheep=55.3
cow=59.0
elephant=64.1
bear=68.2
zebra=68.2
giraffe=67.6
backpack=18.1
umbrella=43.0
handbag=19.0
tie=42.1
suitcase=42.7
frisbee=70.1
skis=27.2
snowboard=46.0
sports ball=45.9
kite=40.3
baseball bat=42.2
baseball glove=43.3
skateboard=58.3
surfboard=42.1
tennis racket=57.6
bottle=43.7
wine glass=41.1
cup=47.6
fork=45.6
knife=27.9
spoon=26.4
bowl=44.4
banana=27.5
apple=23.2
sandwich=37.1
orange=31.4
broccoli=25.8
carrot=24.3
hot dog=38.8
pizza=56.6
donut=51.1
cake=42.9
chair=34.2
couch=42.7
potted plant=32.0
bed=43.1
dining table=29.7
toilet=61.7
tv=58.6
laptop=62.7
mouse=62.0
remote=39.9
keyboard=51.3
cell phone=39.7
microwave=61.2
oven=38.2
toaster=39.1
sink=42.2
refrigerator=61.8
book=19.6
clock=54.1
vase=42.8
scissors=37.5
teddy bear=51.6
hair drier=7.9
toothbrush=35.9
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=45.8
[Epoch 20] mAP 45.8 higher than current best [38.7] saving to faster_rcnn_fpn_syncbn_resnest269_coco_best.params
[Epoch 20] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0020_45.8000.params
[Epoch 21][Batch 99], Speed: 6.652 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.109,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.691
[Epoch 21][Batch 199], Speed: 6.821 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.182,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.691
[Epoch 21][Batch 299], Speed: 5.921 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.182,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.691
[Epoch 21][Batch 399], Speed: 6.362 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.185,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.691
[Epoch 21][Batch 499], Speed: 6.046 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.183,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.691
[Epoch 21][Batch 599], Speed: 6.192 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.183,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.691
[Epoch 21][Batch 699], Speed: 5.621 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.183,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.691
[Epoch 21][Batch 799], Speed: 5.802 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.182,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.691
[Epoch 21][Batch 899], Speed: 6.052 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.182,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.690
[Epoch 21][Batch 999], Speed: 6.004 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.182,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.690
[Epoch 21][Batch 1099], Speed: 5.815 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.181,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.690
[Epoch 21][Batch 1199], Speed: 6.345 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.182,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.690
[Epoch 21][Batch 1299], Speed: 5.284 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.181,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.690
[Epoch 21][Batch 1399], Speed: 5.844 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.180,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.690
[Epoch 21][Batch 1499], Speed: 6.116 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.180,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.690
[Epoch 21][Batch 1599], Speed: 5.615 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.180,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.690
[Epoch 21][Batch 1699], Speed: 5.850 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.180,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.690
[Epoch 21][Batch 1799], Speed: 5.623 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.690
[Epoch 21][Batch 1899], Speed: 5.910 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.690
[Epoch 21][Batch 1999], Speed: 5.786 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.690
[Epoch 21][Batch 2099], Speed: 5.832 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.690
[Epoch 21][Batch 2199], Speed: 5.831 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.690
[Epoch 21][Batch 2299], Speed: 5.909 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.690
[Epoch 21][Batch 2399], Speed: 5.544 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.689
[Epoch 21][Batch 2499], Speed: 5.453 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.689
[Epoch 21][Batch 2599], Speed: 5.761 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.689
[Epoch 21][Batch 2699], Speed: 5.982 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.689
[Epoch 21][Batch 2799], Speed: 6.220 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.689
[Epoch 21][Batch 2899], Speed: 5.513 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.689
[Epoch 21][Batch 2999], Speed: 5.969 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.689
[Epoch 21][Batch 3099], Speed: 5.637 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.689
[Epoch 21][Batch 3199], Speed: 5.935 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.689
[Epoch 21][Batch 3299], Speed: 5.514 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.689
[Epoch 21][Batch 3399], Speed: 5.423 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.689
[Epoch 21][Batch 3499], Speed: 6.167 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.689
[Epoch 21][Batch 3599], Speed: 5.955 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.689
[Epoch 21][Batch 3699], Speed: 5.029 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.689
[Epoch 21][Batch 3799], Speed: 5.868 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.689
[Epoch 21][Batch 3899], Speed: 5.659 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.688
[Epoch 21][Batch 3999], Speed: 5.913 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.688
[Epoch 21][Batch 4099], Speed: 5.589 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.688
[Epoch 21][Batch 4199], Speed: 5.281 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.688
[Epoch 21][Batch 4299], Speed: 6.417 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.230,RCNNAcc=0.940,RCNNL1Loss=0.688
[Epoch 21][Batch 4399], Speed: 5.987 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.688
[Epoch 21][Batch 4499], Speed: 6.627 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.688
[Epoch 21][Batch 4599], Speed: 6.076 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.688
[Epoch 21][Batch 4699], Speed: 5.990 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.688
[Epoch 21][Batch 4799], Speed: 5.825 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.688
[Epoch 21][Batch 4899], Speed: 5.471 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.688
[Epoch 21][Batch 4999], Speed: 6.041 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.688
[Epoch 21][Batch 5099], Speed: 5.651 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.688
[Epoch 21][Batch 5199], Speed: 5.678 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.688
[Epoch 21][Batch 5299], Speed: 5.869 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.688
[Epoch 21][Batch 5399], Speed: 5.799 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.687
[Epoch 21][Batch 5499], Speed: 6.544 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.687
[Epoch 21][Batch 5599], Speed: 6.089 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.687
[Epoch 21][Batch 5699], Speed: 5.581 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.687
[Epoch 21][Batch 5799], Speed: 6.127 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.687
[Epoch 21][Batch 5899], Speed: 6.102 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.687
[Epoch 21][Batch 5999], Speed: 5.165 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.687
[Epoch 21][Batch 6099], Speed: 5.936 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.687
[Epoch 21][Batch 6199], Speed: 6.471 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.687
[Epoch 21][Batch 6299], Speed: 5.760 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.687
[Epoch 21][Batch 6399], Speed: 5.946 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.687
[Epoch 21][Batch 6499], Speed: 5.630 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.687
[Epoch 21][Batch 6599], Speed: 6.011 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.687
[Epoch 21][Batch 6699], Speed: 5.637 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.687
[Epoch 21][Batch 6799], Speed: 5.761 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.687
[Epoch 21][Batch 6899], Speed: 5.596 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.686
[Epoch 21][Batch 6999], Speed: 5.750 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.686
[Epoch 21][Batch 7099], Speed: 5.990 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.686
[Epoch 21][Batch 7199], Speed: 5.818 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.686
[Epoch 21][Batch 7299], Speed: 6.146 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.686
[Epoch 21][Batch 7399], Speed: 5.355 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.686
[Epoch 21][Batch 7499], Speed: 6.111 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.686
[Epoch 21][Batch 7599], Speed: 6.140 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.686
[Epoch 21][Batch 7699], Speed: 6.336 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.686
[Epoch 21][Batch 7799], Speed: 6.304 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.686
[Epoch 21][Batch 7899], Speed: 6.224 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.686
[Epoch 21][Batch 7999], Speed: 5.512 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.686
[Epoch 21][Batch 8099], Speed: 5.247 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.686
[Epoch 21][Batch 8199], Speed: 5.773 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.686
[Epoch 21][Batch 8299], Speed: 6.305 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.686
[Epoch 21][Batch 8399], Speed: 5.775 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.685
[Epoch 21][Batch 8499], Speed: 6.129 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.685
[Epoch 21][Batch 8599], Speed: 6.253 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.685
[Epoch 21][Batch 8699], Speed: 5.264 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.685
[Epoch 21][Batch 8799], Speed: 5.913 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.685
[Epoch 21][Batch 8899], Speed: 6.017 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.685
[Epoch 21][Batch 8999], Speed: 5.546 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.229,RCNNAcc=0.940,RCNNL1Loss=0.685
[Epoch 21][Batch 9099], Speed: 5.798 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.940,RCNNL1Loss=0.685
[Epoch 21][Batch 9199], Speed: 5.511 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.685
[Epoch 21][Batch 9299], Speed: 5.800 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.685
[Epoch 21][Batch 9399], Speed: 5.705 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.685
[Epoch 21][Batch 9499], Speed: 5.721 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.685
[Epoch 21][Batch 9599], Speed: 5.922 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.685
[Epoch 21][Batch 9699], Speed: 5.867 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.685
[Epoch 21][Batch 9799], Speed: 5.814 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.685
[Epoch 21][Batch 9899], Speed: 5.854 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.179,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.685
[Epoch 21][Batch 9999], Speed: 5.876 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.684
[Epoch 21][Batch 10099], Speed: 6.526 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.684
[Epoch 21][Batch 10199], Speed: 5.979 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.684
[Epoch 21][Batch 10299], Speed: 5.959 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.684
[Epoch 21][Batch 10399], Speed: 5.935 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.684
[Epoch 21][Batch 10499], Speed: 5.443 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.684
[Epoch 21][Batch 10599], Speed: 5.983 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.684
[Epoch 21][Batch 10699], Speed: 6.050 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.684
[Epoch 21][Batch 10799], Speed: 5.826 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.684
[Epoch 21][Batch 10899], Speed: 5.715 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.684
[Epoch 21][Batch 10999], Speed: 5.778 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.684
[Epoch 21][Batch 11099], Speed: 5.314 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.684
[Epoch 21][Batch 11199], Speed: 5.455 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.684
[Epoch 21][Batch 11299], Speed: 5.204 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.684
[Epoch 21][Batch 11399], Speed: 5.887 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.684
[Epoch 21][Batch 11499], Speed: 6.191 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.683
[Epoch 21][Batch 11599], Speed: 5.741 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.683
[Epoch 21][Batch 11699], Speed: 5.834 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.683
[Epoch 21][Batch 11799], Speed: 5.667 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.683
[Epoch 21][Batch 11899], Speed: 5.613 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.683
[Epoch 21][Batch 11999], Speed: 5.591 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.683
[Epoch 21][Batch 12099], Speed: 6.182 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.683
[Epoch 21][Batch 12199], Speed: 5.654 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.683
[Epoch 21][Batch 12299], Speed: 6.331 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.683
[Epoch 21][Batch 12399], Speed: 6.033 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.683
[Epoch 21][Batch 12499], Speed: 5.588 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.683
[Epoch 21][Batch 12599], Speed: 5.597 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.683
[Epoch 21][Batch 12699], Speed: 5.297 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.683
[Epoch 21][Batch 12799], Speed: 6.282 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.683
[Epoch 21][Batch 12899], Speed: 5.637 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.683
[Epoch 21][Batch 12999], Speed: 5.637 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.683
[Epoch 21][Batch 13099], Speed: 5.753 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.682
[Epoch 21][Batch 13199], Speed: 5.874 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.682
[Epoch 21][Batch 13299], Speed: 5.736 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.682
[Epoch 21][Batch 13399], Speed: 6.093 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.682
[Epoch 21][Batch 13499], Speed: 5.560 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.682
[Epoch 21][Batch 13599], Speed: 5.892 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.682
[Epoch 21][Batch 13699], Speed: 5.916 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.682
[Epoch 21][Batch 13799], Speed: 6.397 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.228,RCNNAcc=0.941,RCNNL1Loss=0.682
[Epoch 21][Batch 13899], Speed: 5.575 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.682
[Epoch 21][Batch 13999], Speed: 5.809 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.682
[Epoch 21][Batch 14099], Speed: 5.368 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.682
[Epoch 21][Batch 14199], Speed: 5.451 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.682
[Epoch 21][Batch 14299], Speed: 5.595 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.682
[Epoch 21][Batch 14399], Speed: 6.012 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.682
[Epoch 21][Batch 14499], Speed: 5.620 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.682
[Epoch 21][Batch 14599], Speed: 5.637 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.681
[Epoch 21] Training cost: 20115.769, RPN_Conf=0.016,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.178
[Epoch 21] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.462
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.675
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.500
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.301
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.497
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.584
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.359
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.575
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.607
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.439
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.638
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.745
person=57.8
bicycle=35.1
car=48.3
motorcycle=47.9
airplane=68.5
bus=68.5
train=68.2
truck=41.2
boat=31.3
traffic light=29.0
fire hydrant=70.4
stop sign=69.1
parking meter=53.0
bench=29.6
bird=38.9
cat=73.8
dog=66.4
horse=62.8
sheep=56.0
cow=61.3
elephant=64.8
bear=66.8
zebra=68.6
giraffe=67.7
backpack=18.1
umbrella=44.3
handbag=19.8
tie=40.9
suitcase=45.2
frisbee=70.8
skis=27.3
snowboard=47.9
sports ball=47.0
kite=38.4
baseball bat=40.2
baseball glove=44.3
skateboard=59.7
surfboard=42.4
tennis racket=58.0
bottle=44.4
wine glass=42.2
cup=48.4
fork=46.8
knife=27.1
spoon=28.2
bowl=45.4
banana=29.0
apple=23.8
sandwich=38.2
orange=31.1
broccoli=23.8
carrot=24.3
hot dog=40.5
pizza=55.9
donut=50.0
cake=41.5
chair=34.9
couch=41.2
potted plant=32.5
bed=41.4
dining table=29.2
toilet=63.0
tv=59.0
laptop=64.5
mouse=63.5
remote=40.5
keyboard=52.0
cell phone=40.0
microwave=59.7
oven=39.5
toaster=41.9
sink=43.1
refrigerator=63.6
book=20.1
clock=52.3
vase=41.9
scissors=40.4
teddy bear=52.4
hair drier=10.0
toothbrush=35.9
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=46.2
[Epoch 21] mAP 46.2 higher than current best [45.8] saving to faster_rcnn_fpn_syncbn_resnest269_coco_best.params
[Epoch 21] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0021_46.2000.params
[Epoch 22][Batch 99], Speed: 6.464 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.172,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.681
[Epoch 22][Batch 199], Speed: 6.355 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.109,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.681
[Epoch 22][Batch 299], Speed: 6.186 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.173,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.681
[Epoch 22][Batch 399], Speed: 5.895 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.173,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.681
[Epoch 22][Batch 499], Speed: 5.669 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.173,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.681
[Epoch 22][Batch 599], Speed: 6.210 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.173,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.681
[Epoch 22][Batch 699], Speed: 5.925 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.173,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.681
[Epoch 22][Batch 799], Speed: 6.134 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.173,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.681
[Epoch 22][Batch 899], Speed: 5.980 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.173,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.681
[Epoch 22][Batch 999], Speed: 5.732 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.173,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.681
[Epoch 22][Batch 1099], Speed: 5.536 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.681
[Epoch 22][Batch 1199], Speed: 6.286 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.681
[Epoch 22][Batch 1299], Speed: 6.149 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.681
[Epoch 22][Batch 1399], Speed: 6.139 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.680
[Epoch 22][Batch 1499], Speed: 5.927 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.680
[Epoch 22][Batch 1599], Speed: 6.158 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.680
[Epoch 22][Batch 1699], Speed: 5.890 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.680
[Epoch 22][Batch 1799], Speed: 5.564 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.680
[Epoch 22][Batch 1899], Speed: 5.866 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.680
[Epoch 22][Batch 1999], Speed: 6.036 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.680
[Epoch 22][Batch 2099], Speed: 5.353 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.680
[Epoch 22][Batch 2199], Speed: 5.916 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.680
[Epoch 22][Batch 2299], Speed: 5.575 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.680
[Epoch 22][Batch 2399], Speed: 6.385 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.680
[Epoch 22][Batch 2499], Speed: 5.684 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.680
[Epoch 22][Batch 2599], Speed: 5.977 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.680
[Epoch 22][Batch 2699], Speed: 5.577 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.680
[Epoch 22][Batch 2799], Speed: 6.062 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.680
[Epoch 22][Batch 2899], Speed: 6.166 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.679
[Epoch 22][Batch 2999], Speed: 6.237 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.679
[Epoch 22][Batch 3099], Speed: 6.179 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.679
[Epoch 22][Batch 3199], Speed: 5.641 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.679
[Epoch 22][Batch 3299], Speed: 6.072 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.679
[Epoch 22][Batch 3399], Speed: 5.988 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.679
[Epoch 22][Batch 3499], Speed: 5.647 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.679
[Epoch 22][Batch 3599], Speed: 6.126 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.679
[Epoch 22][Batch 3699], Speed: 5.632 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.679
[Epoch 22][Batch 3799], Speed: 6.181 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.227,RCNNAcc=0.941,RCNNL1Loss=0.679
[Epoch 22][Batch 3899], Speed: 6.139 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.679
[Epoch 22][Batch 3999], Speed: 5.755 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.679
[Epoch 22][Batch 4099], Speed: 5.995 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.679
[Epoch 22][Batch 4199], Speed: 5.850 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.679
[Epoch 22][Batch 4299], Speed: 5.705 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.679
[Epoch 22][Batch 4399], Speed: 5.927 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.678
[Epoch 22][Batch 4499], Speed: 5.708 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.678
[Epoch 22][Batch 4599], Speed: 5.571 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.678
[Epoch 22][Batch 4699], Speed: 5.776 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.678
[Epoch 22][Batch 4799], Speed: 5.710 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.678
[Epoch 22][Batch 4899], Speed: 5.778 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.678
[Epoch 22][Batch 4999], Speed: 5.712 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.678
[Epoch 22][Batch 5099], Speed: 5.628 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.678
[Epoch 22][Batch 5199], Speed: 5.510 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.678
[Epoch 22][Batch 5299], Speed: 5.629 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.678
[Epoch 22][Batch 5399], Speed: 6.069 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.678
[Epoch 22][Batch 5499], Speed: 5.857 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.107,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.678
[Epoch 22][Batch 5599], Speed: 5.871 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.678
[Epoch 22][Batch 5699], Speed: 5.971 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.678
[Epoch 22][Batch 5799], Speed: 5.731 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.678
[Epoch 22][Batch 5899], Speed: 5.588 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.677
[Epoch 22][Batch 5999], Speed: 6.106 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.175,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.677
[Epoch 22][Batch 6099], Speed: 5.843 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.677
[Epoch 22][Batch 6199], Speed: 5.653 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.677
[Epoch 22][Batch 6299], Speed: 5.828 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.677
[Epoch 22][Batch 6399], Speed: 5.716 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.677
[Epoch 22][Batch 6499], Speed: 6.081 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.677
[Epoch 22][Batch 6599], Speed: 6.112 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.677
[Epoch 22][Batch 6699], Speed: 5.985 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.677
[Epoch 22][Batch 6799], Speed: 5.719 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.677
[Epoch 22][Batch 6899], Speed: 6.110 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.677
[Epoch 22][Batch 6999], Speed: 5.612 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.677
[Epoch 22][Batch 7099], Speed: 5.781 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.677
[Epoch 22][Batch 7199], Speed: 5.341 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.677
[Epoch 22][Batch 7299], Speed: 5.696 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.677
[Epoch 22][Batch 7399], Speed: 5.573 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.676
[Epoch 22][Batch 7499], Speed: 6.131 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.676
[Epoch 22][Batch 7599], Speed: 5.701 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.676
[Epoch 22][Batch 7699], Speed: 6.040 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.676
[Epoch 22][Batch 7799], Speed: 6.012 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.676
[Epoch 22][Batch 7899], Speed: 6.113 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.676
[Epoch 22][Batch 7999], Speed: 5.996 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.676
[Epoch 22][Batch 8099], Speed: 5.979 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.676
[Epoch 22][Batch 8199], Speed: 6.210 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.676
[Epoch 22][Batch 8299], Speed: 6.364 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.676
[Epoch 22][Batch 8399], Speed: 5.753 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.676
[Epoch 22][Batch 8499], Speed: 6.252 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.676
[Epoch 22][Batch 8599], Speed: 5.450 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.676
[Epoch 22][Batch 8699], Speed: 5.722 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.226,RCNNAcc=0.941,RCNNL1Loss=0.676
[Epoch 22][Batch 8799], Speed: 5.880 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.989,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.676
[Epoch 22][Batch 8899], Speed: 6.230 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.676
[Epoch 22][Batch 8999], Speed: 5.578 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.675
[Epoch 22][Batch 9099], Speed: 6.347 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.675
[Epoch 22][Batch 9199], Speed: 5.593 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.675
[Epoch 22][Batch 9299], Speed: 5.716 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.675
[Epoch 22][Batch 9399], Speed: 6.265 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.675
[Epoch 22][Batch 9499], Speed: 5.957 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.675
[Epoch 22][Batch 9599], Speed: 6.083 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.675
[Epoch 22][Batch 9699], Speed: 6.084 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.675
[Epoch 22][Batch 9799], Speed: 6.235 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.675
[Epoch 22][Batch 9899], Speed: 6.082 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.675
[Epoch 22][Batch 9999], Speed: 6.195 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.675
[Epoch 22][Batch 10099], Speed: 5.936 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.675
[Epoch 22][Batch 10199], Speed: 5.850 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.675
[Epoch 22][Batch 10299], Speed: 5.822 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.675
[Epoch 22][Batch 10399], Speed: 6.303 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.675
[Epoch 22][Batch 10499], Speed: 5.932 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.674
[Epoch 22][Batch 10599], Speed: 5.907 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.674
[Epoch 22][Batch 10699], Speed: 5.978 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.674
[Epoch 22][Batch 10799], Speed: 5.850 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.674
[Epoch 22][Batch 10899], Speed: 5.582 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.674
[Epoch 22][Batch 10999], Speed: 6.695 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.674
[Epoch 22][Batch 11099], Speed: 5.323 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.674
[Epoch 22][Batch 11199], Speed: 5.998 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.674
[Epoch 22][Batch 11299], Speed: 5.679 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.674
[Epoch 22][Batch 11399], Speed: 5.879 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.674
[Epoch 22][Batch 11499], Speed: 5.696 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.674
[Epoch 22][Batch 11599], Speed: 6.786 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.674
[Epoch 22][Batch 11699], Speed: 6.156 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.674
[Epoch 22][Batch 11799], Speed: 6.790 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.674
[Epoch 22][Batch 11899], Speed: 6.114 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.674
[Epoch 22][Batch 11999], Speed: 6.466 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.673
[Epoch 22][Batch 12099], Speed: 5.550 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.941,RCNNL1Loss=0.673
[Epoch 22][Batch 12199], Speed: 6.396 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.942,RCNNL1Loss=0.673
[Epoch 22][Batch 12299], Speed: 5.777 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.942,RCNNL1Loss=0.673
[Epoch 22][Batch 12399], Speed: 5.588 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.942,RCNNL1Loss=0.673
[Epoch 22][Batch 12499], Speed: 6.228 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.942,RCNNL1Loss=0.673
[Epoch 22][Batch 12599], Speed: 6.427 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.942,RCNNL1Loss=0.673
[Epoch 22][Batch 12699], Speed: 5.972 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.942,RCNNL1Loss=0.673
[Epoch 22][Batch 12799], Speed: 6.470 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.942,RCNNL1Loss=0.673
[Epoch 22][Batch 12899], Speed: 5.817 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.942,RCNNL1Loss=0.673
[Epoch 22][Batch 12999], Speed: 5.475 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.942,RCNNL1Loss=0.673
[Epoch 22][Batch 13099], Speed: 4.957 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.942,RCNNL1Loss=0.673
[Epoch 22][Batch 13199], Speed: 6.124 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.942,RCNNL1Loss=0.673
[Epoch 22][Batch 13299], Speed: 5.597 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.942,RCNNL1Loss=0.673
[Epoch 22][Batch 13399], Speed: 6.396 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.942,RCNNL1Loss=0.673
[Epoch 22][Batch 13499], Speed: 5.644 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.942,RCNNL1Loss=0.673
[Epoch 22][Batch 13599], Speed: 5.625 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.225,RCNNAcc=0.942,RCNNL1Loss=0.672
[Epoch 22][Batch 13699], Speed: 5.314 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.672
[Epoch 22][Batch 13799], Speed: 6.046 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.672
[Epoch 22][Batch 13899], Speed: 5.834 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.672
[Epoch 22][Batch 13999], Speed: 6.000 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.672
[Epoch 22][Batch 14099], Speed: 5.685 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.672
[Epoch 22][Batch 14199], Speed: 5.484 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.672
[Epoch 22][Batch 14299], Speed: 5.868 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.672
[Epoch 22][Batch 14399], Speed: 5.647 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.672
[Epoch 22][Batch 14499], Speed: 5.781 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.672
[Epoch 22][Batch 14599], Speed: 5.248 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.672
[Epoch 22] Training cost: 19899.348, RPN_Conf=0.015,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.106,RCNN_SmoothL1=0.174
[Epoch 22] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.461
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.673
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.501
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.302
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.499
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.587
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.358
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.575
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.607
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.437
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.640
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.735
person=58.0
bicycle=35.1
car=48.4
motorcycle=47.6
airplane=68.8
bus=68.9
train=69.1
truck=40.3
boat=31.0
traffic light=29.7
fire hydrant=70.5
stop sign=67.1
parking meter=53.1
bench=29.9
bird=38.5
cat=73.3
dog=66.6
horse=64.7
sheep=56.4
cow=59.1
elephant=64.9
bear=66.5
zebra=68.1
giraffe=65.6
backpack=19.4
umbrella=43.7
handbag=20.1
tie=40.9
suitcase=44.0
frisbee=70.2
skis=27.7
snowboard=49.3
sports ball=46.2
kite=41.3
baseball bat=39.6
baseball glove=43.8
skateboard=57.8
surfboard=43.4
tennis racket=56.5
bottle=43.5
wine glass=42.7
cup=48.2
fork=46.4
knife=28.8
spoon=27.2
bowl=44.9
banana=28.5
apple=23.7
sandwich=37.8
orange=32.1
broccoli=22.2
carrot=24.3
hot dog=42.5
pizza=56.9
donut=49.4
cake=42.0
chair=34.7
couch=44.6
potted plant=32.3
bed=42.3
dining table=30.3
toilet=62.5
tv=59.2
laptop=63.5
mouse=62.7
remote=42.2
keyboard=52.4
cell phone=40.1
microwave=63.8
oven=39.7
toaster=32.5
sink=40.9
refrigerator=64.1
book=19.7
clock=52.9
vase=42.5
scissors=39.5
teddy bear=52.9
hair drier=9.2
toothbrush=35.3
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=46.1
[Epoch 22] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0022_46.1000.params
[Epoch 23][Batch 99], Speed: 6.378 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.100,RCNN_SmoothL1=0.169,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.672
[Epoch 23][Batch 199], Speed: 6.415 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.103,RCNN_SmoothL1=0.172,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.672
[Epoch 23][Batch 299], Speed: 5.666 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.104,RCNN_SmoothL1=0.173,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.672
[Epoch 23][Batch 399], Speed: 5.498 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.103,RCNN_SmoothL1=0.172,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.672
[Epoch 23][Batch 499], Speed: 5.434 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.103,RCNN_SmoothL1=0.172,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.671
[Epoch 23][Batch 599], Speed: 5.964 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.103,RCNN_SmoothL1=0.171,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.671
[Epoch 23][Batch 699], Speed: 6.305 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.103,RCNN_SmoothL1=0.171,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.671
[Epoch 23][Batch 799], Speed: 6.062 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.671
[Epoch 23][Batch 899], Speed: 5.856 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.101,RCNN_SmoothL1=0.169,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.671
[Epoch 23][Batch 999], Speed: 6.453 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.101,RCNN_SmoothL1=0.169,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.671
[Epoch 23][Batch 1099], Speed: 6.050 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.101,RCNN_SmoothL1=0.169,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.671
[Epoch 23][Batch 1199], Speed: 5.714 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.101,RCNN_SmoothL1=0.168,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.671
[Epoch 23][Batch 1299], Speed: 6.020 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.101,RCNN_SmoothL1=0.168,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.671
[Epoch 23][Batch 1399], Speed: 5.462 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.101,RCNN_SmoothL1=0.168,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.671
[Epoch 23][Batch 1499], Speed: 5.670 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.100,RCNN_SmoothL1=0.168,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.671
[Epoch 23][Batch 1599], Speed: 5.974 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.101,RCNN_SmoothL1=0.168,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.671
[Epoch 23][Batch 1699], Speed: 5.932 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.101,RCNN_SmoothL1=0.168,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.671
[Epoch 23][Batch 1799], Speed: 5.604 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.101,RCNN_SmoothL1=0.168,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.671
[Epoch 23][Batch 1899], Speed: 5.736 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.101,RCNN_SmoothL1=0.169,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.671
[Epoch 23][Batch 1999], Speed: 5.548 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.101,RCNN_SmoothL1=0.169,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.670
[Epoch 23][Batch 2099], Speed: 5.725 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.101,RCNN_SmoothL1=0.169,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.670
[Epoch 23][Batch 2199], Speed: 5.514 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.101,RCNN_SmoothL1=0.169,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.670
[Epoch 23][Batch 2299], Speed: 6.178 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.101,RCNN_SmoothL1=0.169,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.670
[Epoch 23][Batch 2399], Speed: 5.908 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.101,RCNN_SmoothL1=0.169,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.670
[Epoch 23][Batch 2499], Speed: 5.592 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.101,RCNN_SmoothL1=0.169,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.670
[Epoch 23][Batch 2599], Speed: 6.239 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.101,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.670
[Epoch 23][Batch 2699], Speed: 6.485 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.101,RCNN_SmoothL1=0.169,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.670
[Epoch 23][Batch 2799], Speed: 6.184 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.101,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.670
[Epoch 23][Batch 2899], Speed: 6.229 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.101,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.670
[Epoch 23][Batch 2999], Speed: 5.943 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.101,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.670
[Epoch 23][Batch 3099], Speed: 6.265 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.670
[Epoch 23][Batch 3199], Speed: 6.064 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.670
[Epoch 23][Batch 3299], Speed: 5.813 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.670
[Epoch 23][Batch 3399], Speed: 5.647 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.670
[Epoch 23][Batch 3499], Speed: 5.659 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.171,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.669
[Epoch 23][Batch 3599], Speed: 5.974 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.171,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.669
[Epoch 23][Batch 3699], Speed: 5.796 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.171,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.669
[Epoch 23][Batch 3799], Speed: 5.451 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.224,RCNNAcc=0.942,RCNNL1Loss=0.669
[Epoch 23][Batch 3899], Speed: 6.135 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.669
[Epoch 23][Batch 3999], Speed: 5.976 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.669
[Epoch 23][Batch 4099], Speed: 5.975 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.669
[Epoch 23][Batch 4199], Speed: 6.191 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.669
[Epoch 23][Batch 4299], Speed: 5.776 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.669
[Epoch 23][Batch 4399], Speed: 5.858 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.669
[Epoch 23][Batch 4499], Speed: 5.356 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.669
[Epoch 23][Batch 4599], Speed: 6.403 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.669
[Epoch 23][Batch 4699], Speed: 5.358 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.669
[Epoch 23][Batch 4799], Speed: 6.060 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.669
[Epoch 23][Batch 4899], Speed: 6.081 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.101,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.669
[Epoch 23][Batch 4999], Speed: 5.893 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.668
[Epoch 23][Batch 5099], Speed: 6.098 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.101,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.668
[Epoch 23][Batch 5199], Speed: 5.607 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.101,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.668
[Epoch 23][Batch 5299], Speed: 6.079 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.668
[Epoch 23][Batch 5399], Speed: 6.253 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.668
[Epoch 23][Batch 5499], Speed: 5.995 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.668
[Epoch 23][Batch 5599], Speed: 6.061 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.171,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.668
[Epoch 23][Batch 5699], Speed: 5.867 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.668
[Epoch 23][Batch 5799], Speed: 6.152 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.668
[Epoch 23][Batch 5899], Speed: 5.736 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.171,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.668
[Epoch 23][Batch 5999], Speed: 5.834 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.668
[Epoch 23][Batch 6099], Speed: 5.720 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.668
[Epoch 23][Batch 6199], Speed: 5.946 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.668
[Epoch 23][Batch 6299], Speed: 6.106 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.171,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.668
[Epoch 23][Batch 6399], Speed: 6.103 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.171,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.668
[Epoch 23][Batch 6499], Speed: 6.173 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.667
[Epoch 23][Batch 6599], Speed: 6.118 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.667
[Epoch 23][Batch 6699], Speed: 6.279 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.667
[Epoch 23][Batch 6799], Speed: 5.800 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.667
[Epoch 23][Batch 6899], Speed: 5.509 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.667
[Epoch 23][Batch 6999], Speed: 5.481 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.667
[Epoch 23][Batch 7099], Speed: 6.131 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.667
[Epoch 23][Batch 7199], Speed: 6.079 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.667
[Epoch 23][Batch 7299], Speed: 5.927 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.667
[Epoch 23][Batch 7399], Speed: 5.597 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.667
[Epoch 23][Batch 7499], Speed: 6.168 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.667
[Epoch 23][Batch 7599], Speed: 5.706 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.667
[Epoch 23][Batch 7699], Speed: 5.321 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.667
[Epoch 23][Batch 7799], Speed: 6.090 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.667
[Epoch 23][Batch 7899], Speed: 5.617 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.667
[Epoch 23][Batch 7999], Speed: 6.107 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.667
[Epoch 23][Batch 8099], Speed: 5.711 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.666
[Epoch 23][Batch 8199], Speed: 5.613 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.666
[Epoch 23][Batch 8299], Speed: 6.358 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.666
[Epoch 23][Batch 8399], Speed: 5.655 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.666
[Epoch 23][Batch 8499], Speed: 5.797 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.666
[Epoch 23][Batch 8599], Speed: 5.687 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.666
[Epoch 23][Batch 8699], Speed: 5.749 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.666
[Epoch 23][Batch 8799], Speed: 6.221 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.223,RCNNAcc=0.942,RCNNL1Loss=0.666
[Epoch 23][Batch 8899], Speed: 6.150 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.171,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.666
[Epoch 23][Batch 8999], Speed: 6.206 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.171,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.666
[Epoch 23][Batch 9099], Speed: 6.300 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.171,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.666
[Epoch 23][Batch 9199], Speed: 5.821 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.171,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.666
[Epoch 23][Batch 9299], Speed: 5.670 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.666
[Epoch 23][Batch 9399], Speed: 5.835 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.666
[Epoch 23][Batch 9499], Speed: 5.783 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.171,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.666
[Epoch 23][Batch 9599], Speed: 6.110 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.171,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.665
[Epoch 23][Batch 9699], Speed: 5.838 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.665
[Epoch 23][Batch 9799], Speed: 5.932 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.171,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.665
[Epoch 23][Batch 9899], Speed: 5.990 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.171,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.665
[Epoch 23][Batch 9999], Speed: 6.455 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.171,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.665
[Epoch 23][Batch 10099], Speed: 5.793 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.665
[Epoch 23][Batch 10199], Speed: 5.709 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.665
[Epoch 23][Batch 10299], Speed: 5.855 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.665
[Epoch 23][Batch 10399], Speed: 6.324 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.665
[Epoch 23][Batch 10499], Speed: 5.849 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.665
[Epoch 23][Batch 10599], Speed: 6.286 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.665
[Epoch 23][Batch 10699], Speed: 5.565 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.665
[Epoch 23][Batch 10799], Speed: 5.634 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.665
[Epoch 23][Batch 10899], Speed: 5.853 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.665
[Epoch 23][Batch 10999], Speed: 6.199 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.665
[Epoch 23][Batch 11099], Speed: 5.870 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.665
[Epoch 23][Batch 11199], Speed: 5.519 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.664
[Epoch 23][Batch 11299], Speed: 5.819 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.664
[Epoch 23][Batch 11399], Speed: 5.927 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.664
[Epoch 23][Batch 11499], Speed: 6.188 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.664
[Epoch 23][Batch 11599], Speed: 5.960 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.664
[Epoch 23][Batch 11699], Speed: 5.935 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.664
[Epoch 23][Batch 11799], Speed: 5.385 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.664
[Epoch 23][Batch 11899], Speed: 5.678 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.664
[Epoch 23][Batch 11999], Speed: 5.717 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.664
[Epoch 23][Batch 12099], Speed: 5.947 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.664
[Epoch 23][Batch 12199], Speed: 6.452 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.664
[Epoch 23][Batch 12299], Speed: 5.408 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.664
[Epoch 23][Batch 12399], Speed: 6.288 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.664
[Epoch 23][Batch 12499], Speed: 6.005 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.664
[Epoch 23][Batch 12599], Speed: 5.464 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.664
[Epoch 23][Batch 12699], Speed: 5.634 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.664
[Epoch 23][Batch 12799], Speed: 5.718 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.663
[Epoch 23][Batch 12899], Speed: 5.981 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.663
[Epoch 23][Batch 12999], Speed: 5.964 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.663
[Epoch 23][Batch 13099], Speed: 5.231 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.663
[Epoch 23][Batch 13199], Speed: 5.902 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.663
[Epoch 23][Batch 13299], Speed: 5.813 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.663
[Epoch 23][Batch 13399], Speed: 5.288 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.663
[Epoch 23][Batch 13499], Speed: 5.418 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.663
[Epoch 23][Batch 13599], Speed: 6.448 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.663
[Epoch 23][Batch 13699], Speed: 5.754 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.663
[Epoch 23][Batch 13799], Speed: 5.584 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.663
[Epoch 23][Batch 13899], Speed: 5.551 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.222,RCNNAcc=0.942,RCNNL1Loss=0.663
[Epoch 23][Batch 13999], Speed: 6.405 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.942,RCNNL1Loss=0.663
[Epoch 23][Batch 14099], Speed: 5.721 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.942,RCNNL1Loss=0.663
[Epoch 23][Batch 14199], Speed: 6.056 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.942,RCNNL1Loss=0.663
[Epoch 23][Batch 14299], Speed: 5.493 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.942,RCNNL1Loss=0.663
[Epoch 23][Batch 14399], Speed: 5.904 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.942,RCNNL1Loss=0.662
[Epoch 23][Batch 14499], Speed: 5.975 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.942,RCNNL1Loss=0.662
[Epoch 23][Batch 14599], Speed: 5.426 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.942,RCNNL1Loss=0.662
[Epoch 23] Training cost: 19963.261, RPN_Conf=0.014,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.102,RCNN_SmoothL1=0.170
[Epoch 23] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.460
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.673
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.504
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.305
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.497
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.585
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.357
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.570
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.601
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.431
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.633
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.738
person=57.6
bicycle=34.4
car=48.7
motorcycle=48.4
airplane=69.0
bus=68.9
train=69.3
truck=43.3
boat=30.5
traffic light=29.7
fire hydrant=71.1
stop sign=68.3
parking meter=52.2
bench=30.0
bird=39.3
cat=72.4
dog=66.8
horse=63.7
sheep=56.2
cow=60.0
elephant=65.0
bear=67.4
zebra=67.1
giraffe=68.3
backpack=19.7
umbrella=43.6
handbag=19.5
tie=40.7
suitcase=39.0
frisbee=69.3
skis=27.6
snowboard=48.7
sports ball=45.1
kite=40.2
baseball bat=39.0
baseball glove=43.6
skateboard=58.1
surfboard=42.9
tennis racket=57.3
bottle=43.1
wine glass=42.2
cup=48.0
fork=45.6
knife=29.2
spoon=26.5
bowl=44.5
banana=28.9
apple=23.4
sandwich=36.9
orange=31.5
broccoli=24.0
carrot=23.8
hot dog=44.0
pizza=55.4
donut=48.9
cake=41.0
chair=34.5
couch=42.5
potted plant=32.3
bed=42.3
dining table=31.1
toilet=63.3
tv=58.9
laptop=64.7
mouse=62.0
remote=40.0
keyboard=52.9
cell phone=40.8
microwave=63.5
oven=38.4
toaster=41.0
sink=41.2
refrigerator=63.2
book=19.4
clock=52.2
vase=43.0
scissors=35.8
teddy bear=51.3
hair drier=8.8
toothbrush=37.7
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=46.0
[Epoch 23] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0023_46.0000.params
[Epoch 24] Set learning rate to 0.0001
[Epoch 24][Batch 99], Speed: 6.131 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.098,RCNN_SmoothL1=0.173,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.942,RCNNL1Loss=0.662
[Epoch 24][Batch 199], Speed: 6.181 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.098,RCNN_SmoothL1=0.172,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.942,RCNNL1Loss=0.662
[Epoch 24][Batch 299], Speed: 6.281 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.168,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.942,RCNNL1Loss=0.662
[Epoch 24][Batch 399], Speed: 6.052 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.166,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.942,RCNNL1Loss=0.662
[Epoch 24][Batch 499], Speed: 6.136 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.942,RCNNL1Loss=0.662
[Epoch 24][Batch 599], Speed: 5.716 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.942,RCNNL1Loss=0.662
[Epoch 24][Batch 699], Speed: 5.796 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.662
[Epoch 24][Batch 799], Speed: 5.882 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.662
[Epoch 24][Batch 899], Speed: 5.944 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.662
[Epoch 24][Batch 999], Speed: 6.098 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.662
[Epoch 24][Batch 1099], Speed: 5.720 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.662
[Epoch 24][Batch 1199], Speed: 6.423 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.662
[Epoch 24][Batch 1299], Speed: 5.912 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.661
[Epoch 24][Batch 1399], Speed: 5.886 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.661
[Epoch 24][Batch 1499], Speed: 6.071 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.661
[Epoch 24][Batch 1599], Speed: 5.951 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.661
[Epoch 24][Batch 1699], Speed: 5.253 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.661
[Epoch 24][Batch 1799], Speed: 6.002 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.661
[Epoch 24][Batch 1899], Speed: 6.098 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.661
[Epoch 24][Batch 1999], Speed: 5.896 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.661
[Epoch 24][Batch 2099], Speed: 5.980 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.661
[Epoch 24][Batch 2199], Speed: 6.469 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.661
[Epoch 24][Batch 2299], Speed: 6.028 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.661
[Epoch 24][Batch 2399], Speed: 5.828 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.661
[Epoch 24][Batch 2499], Speed: 5.737 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.661
[Epoch 24][Batch 2599], Speed: 5.650 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.661
[Epoch 24][Batch 2699], Speed: 5.654 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.660
[Epoch 24][Batch 2799], Speed: 6.498 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.660
[Epoch 24][Batch 2899], Speed: 6.161 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.660
[Epoch 24][Batch 2999], Speed: 6.128 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.660
[Epoch 24][Batch 3099], Speed: 5.988 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.660
[Epoch 24][Batch 3199], Speed: 5.944 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.660
[Epoch 24][Batch 3299], Speed: 5.653 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.660
[Epoch 24][Batch 3399], Speed: 5.293 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.660
[Epoch 24][Batch 3499], Speed: 5.596 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.660
[Epoch 24][Batch 3599], Speed: 5.588 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.660
[Epoch 24][Batch 3699], Speed: 6.215 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.660
[Epoch 24][Batch 3799], Speed: 6.034 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.660
[Epoch 24][Batch 3899], Speed: 6.286 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.660
[Epoch 24][Batch 3999], Speed: 5.680 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.660
[Epoch 24][Batch 4099], Speed: 5.749 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.221,RCNNAcc=0.943,RCNNL1Loss=0.660
[Epoch 24][Batch 4199], Speed: 5.819 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.659
[Epoch 24][Batch 4299], Speed: 5.978 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.659
[Epoch 24][Batch 4399], Speed: 6.335 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.659
[Epoch 24][Batch 4499], Speed: 5.608 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.659
[Epoch 24][Batch 4599], Speed: 6.009 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.659
[Epoch 24][Batch 4699], Speed: 5.790 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.659
[Epoch 24][Batch 4799], Speed: 5.555 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.659
[Epoch 24][Batch 4899], Speed: 5.703 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.659
[Epoch 24][Batch 4999], Speed: 5.540 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.659
[Epoch 24][Batch 5099], Speed: 5.769 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.659
[Epoch 24][Batch 5199], Speed: 5.401 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.659
[Epoch 24][Batch 5299], Speed: 6.244 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.659
[Epoch 24][Batch 5399], Speed: 6.071 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.659
[Epoch 24][Batch 5499], Speed: 5.431 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.659
[Epoch 24][Batch 5599], Speed: 5.193 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.659
[Epoch 24][Batch 5699], Speed: 5.568 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.658
[Epoch 24][Batch 5799], Speed: 5.942 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.658
[Epoch 24][Batch 5899], Speed: 5.761 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.658
[Epoch 24][Batch 5999], Speed: 6.166 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.658
[Epoch 24][Batch 6099], Speed: 6.271 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.658
[Epoch 24][Batch 6199], Speed: 5.762 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.658
[Epoch 24][Batch 6299], Speed: 5.634 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.658
[Epoch 24][Batch 6399], Speed: 5.955 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.658
[Epoch 24][Batch 6499], Speed: 5.790 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.658
[Epoch 24][Batch 6599], Speed: 5.750 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.658
[Epoch 24][Batch 6699], Speed: 6.112 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.658
[Epoch 24][Batch 6799], Speed: 5.615 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.658
[Epoch 24][Batch 6899], Speed: 6.163 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.658
[Epoch 24][Batch 6999], Speed: 5.329 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.658
[Epoch 24][Batch 7099], Speed: 6.137 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.658
[Epoch 24][Batch 7199], Speed: 6.171 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.657
[Epoch 24][Batch 7299], Speed: 6.098 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.657
[Epoch 24][Batch 7399], Speed: 5.932 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.657
[Epoch 24][Batch 7499], Speed: 5.963 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.657
[Epoch 24][Batch 7599], Speed: 5.919 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.657
[Epoch 24][Batch 7699], Speed: 5.875 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.657
[Epoch 24][Batch 7799], Speed: 6.284 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.657
[Epoch 24][Batch 7899], Speed: 6.161 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.657
[Epoch 24][Batch 7999], Speed: 5.674 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.657
[Epoch 24][Batch 8099], Speed: 5.919 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.657
[Epoch 24][Batch 8199], Speed: 6.332 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.657
[Epoch 24][Batch 8299], Speed: 6.348 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.657
[Epoch 24][Batch 8399], Speed: 6.132 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.657
[Epoch 24][Batch 8499], Speed: 5.503 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.657
[Epoch 24][Batch 8599], Speed: 5.975 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.657
[Epoch 24][Batch 8699], Speed: 5.636 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.656
[Epoch 24][Batch 8799], Speed: 5.642 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.656
[Epoch 24][Batch 8899], Speed: 6.123 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.656
[Epoch 24][Batch 8999], Speed: 6.004 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.220,RCNNAcc=0.943,RCNNL1Loss=0.656
[Epoch 24][Batch 9099], Speed: 6.060 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.656
[Epoch 24][Batch 9199], Speed: 5.838 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.656
[Epoch 24][Batch 9299], Speed: 6.055 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.656
[Epoch 24][Batch 9399], Speed: 5.520 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.656
[Epoch 24][Batch 9499], Speed: 5.482 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.656
[Epoch 24][Batch 9599], Speed: 5.392 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.656
[Epoch 24][Batch 9699], Speed: 5.130 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.656
[Epoch 24][Batch 9799], Speed: 5.869 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.656
[Epoch 24][Batch 9899], Speed: 6.052 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.656
[Epoch 24][Batch 9999], Speed: 6.181 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.656
[Epoch 24][Batch 10099], Speed: 5.826 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.656
[Epoch 24][Batch 10199], Speed: 5.926 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.655
[Epoch 24][Batch 10299], Speed: 6.218 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.655
[Epoch 24][Batch 10399], Speed: 5.903 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.655
[Epoch 24][Batch 10499], Speed: 6.109 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.655
[Epoch 24][Batch 10599], Speed: 5.956 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.655
[Epoch 24][Batch 10699], Speed: 5.572 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.655
[Epoch 24][Batch 10799], Speed: 5.955 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.655
[Epoch 24][Batch 10899], Speed: 5.461 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.655
[Epoch 24][Batch 10999], Speed: 6.145 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.655
[Epoch 24][Batch 11099], Speed: 5.913 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.655
[Epoch 24][Batch 11199], Speed: 5.643 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.655
[Epoch 24][Batch 11299], Speed: 5.659 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.655
[Epoch 24][Batch 11399], Speed: 5.801 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.655
[Epoch 24][Batch 11499], Speed: 5.760 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.655
[Epoch 24][Batch 11599], Speed: 5.903 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.655
[Epoch 24][Batch 11699], Speed: 5.796 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.655
[Epoch 24][Batch 11799], Speed: 5.505 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.654
[Epoch 24][Batch 11899], Speed: 5.887 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.654
[Epoch 24][Batch 11999], Speed: 6.120 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.654
[Epoch 24][Batch 12099], Speed: 6.072 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.654
[Epoch 24][Batch 12199], Speed: 5.374 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.654
[Epoch 24][Batch 12299], Speed: 6.324 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.654
[Epoch 24][Batch 12399], Speed: 5.517 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.654
[Epoch 24][Batch 12499], Speed: 6.015 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.654
[Epoch 24][Batch 12599], Speed: 5.927 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.654
[Epoch 24][Batch 12699], Speed: 5.848 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.654
[Epoch 24][Batch 12799], Speed: 6.442 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.654
[Epoch 24][Batch 12899], Speed: 6.027 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.654
[Epoch 24][Batch 12999], Speed: 5.960 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.654
[Epoch 24][Batch 13099], Speed: 5.888 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.654
[Epoch 24][Batch 13199], Speed: 5.657 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.654
[Epoch 24][Batch 13299], Speed: 6.525 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.654
[Epoch 24][Batch 13399], Speed: 5.558 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.653
[Epoch 24][Batch 13499], Speed: 6.055 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.653
[Epoch 24][Batch 13599], Speed: 5.583 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.653
[Epoch 24][Batch 13699], Speed: 6.337 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.653
[Epoch 24][Batch 13799], Speed: 5.450 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.653
[Epoch 24][Batch 13899], Speed: 5.953 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.096,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.653
[Epoch 24][Batch 13999], Speed: 6.189 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.653
[Epoch 24][Batch 14099], Speed: 6.090 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.219,RCNNAcc=0.943,RCNNL1Loss=0.653
[Epoch 24][Batch 14199], Speed: 5.843 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.653
[Epoch 24][Batch 14299], Speed: 6.385 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.653
[Epoch 24][Batch 14399], Speed: 5.908 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.653
[Epoch 24][Batch 14499], Speed: 6.042 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.653
[Epoch 24][Batch 14599], Speed: 6.129 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.653
[Epoch 24] Training cost: 19922.120, RPN_Conf=0.013,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165
[Epoch 24] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.465
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.675
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.507
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.306
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.499
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.594
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.359
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.573
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.604
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.435
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.635
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.741
person=58.0
bicycle=34.8
car=48.5
motorcycle=49.8
airplane=69.6
bus=70.3
train=69.6
truck=42.7
boat=31.0
traffic light=29.6
fire hydrant=71.4
stop sign=68.3
parking meter=53.4
bench=30.8
bird=39.6
cat=73.7
dog=67.5
horse=63.6
sheep=57.0
cow=59.7
elephant=66.1
bear=67.5
zebra=68.8
giraffe=69.5
backpack=20.1
umbrella=44.5
handbag=20.4
tie=41.7
suitcase=41.6
frisbee=69.9
skis=28.3
snowboard=50.0
sports ball=46.1
kite=42.0
baseball bat=42.0
baseball glove=43.9
skateboard=59.3
surfboard=43.6
tennis racket=57.2
bottle=43.5
wine glass=42.4
cup=48.7
fork=46.5
knife=28.8
spoon=26.3
bowl=45.0
banana=28.7
apple=24.6
sandwich=36.5
orange=31.2
broccoli=25.0
carrot=24.3
hot dog=45.2
pizza=56.4
donut=49.0
cake=41.7
chair=34.6
couch=44.7
potted plant=32.3
bed=43.7
dining table=31.0
toilet=63.4
tv=59.7
laptop=64.8
mouse=61.6
remote=42.6
keyboard=52.5
cell phone=41.5
microwave=65.5
oven=39.1
toaster=35.8
sink=43.6
refrigerator=62.2
book=19.9
clock=53.6
vase=43.0
scissors=37.7
teddy bear=51.6
hair drier=6.6
toothbrush=34.1
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=46.5
[Epoch 24] mAP 46.5 higher than current best [46.2] saving to faster_rcnn_fpn_syncbn_resnest269_coco_best.params
[Epoch 24] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0024_46.5000.params
[Epoch 25][Batch 99], Speed: 6.227 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.097,RCNN_SmoothL1=0.171,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.653
[Epoch 25][Batch 199], Speed: 6.156 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.165,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.653
[Epoch 25][Batch 299], Speed: 6.077 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.652
[Epoch 25][Batch 399], Speed: 5.680 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.093,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.652
[Epoch 25][Batch 499], Speed: 6.055 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.093,RCNN_SmoothL1=0.162,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.652
[Epoch 25][Batch 599], Speed: 5.248 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.652
[Epoch 25][Batch 699], Speed: 6.547 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.093,RCNN_SmoothL1=0.162,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.652
[Epoch 25][Batch 799], Speed: 6.064 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.652
[Epoch 25][Batch 899], Speed: 6.124 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.093,RCNN_SmoothL1=0.162,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.652
[Epoch 25][Batch 999], Speed: 5.321 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.162,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.652
[Epoch 25][Batch 1099], Speed: 6.251 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.162,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.652
[Epoch 25][Batch 1199], Speed: 6.175 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.162,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.652
[Epoch 25][Batch 1299], Speed: 5.543 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.652
[Epoch 25][Batch 1399], Speed: 5.572 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.652
[Epoch 25][Batch 1499], Speed: 6.408 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.652
[Epoch 25][Batch 1599], Speed: 5.697 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.652
[Epoch 25][Batch 1699], Speed: 6.166 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.652
[Epoch 25][Batch 1799], Speed: 5.985 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.651
[Epoch 25][Batch 1899], Speed: 6.081 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.651
[Epoch 25][Batch 1999], Speed: 5.643 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.651
[Epoch 25][Batch 2099], Speed: 6.071 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.651
[Epoch 25][Batch 2199], Speed: 6.569 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.651
[Epoch 25][Batch 2299], Speed: 6.138 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.651
[Epoch 25][Batch 2399], Speed: 5.722 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.651
[Epoch 25][Batch 2499], Speed: 6.069 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.651
[Epoch 25][Batch 2599], Speed: 5.847 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.651
[Epoch 25][Batch 2699], Speed: 6.894 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.651
[Epoch 25][Batch 2799], Speed: 5.724 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.651
[Epoch 25][Batch 2899], Speed: 5.946 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.651
[Epoch 25][Batch 2999], Speed: 5.580 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.651
[Epoch 25][Batch 3099], Speed: 6.244 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.651
[Epoch 25][Batch 3199], Speed: 6.071 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.651
[Epoch 25][Batch 3299], Speed: 5.727 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.943,RCNNL1Loss=0.651
[Epoch 25][Batch 3399], Speed: 5.566 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.944,RCNNL1Loss=0.650
[Epoch 25][Batch 3499], Speed: 5.978 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.944,RCNNL1Loss=0.650
[Epoch 25][Batch 3599], Speed: 5.268 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.944,RCNNL1Loss=0.650
[Epoch 25][Batch 3699], Speed: 5.652 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.944,RCNNL1Loss=0.650
[Epoch 25][Batch 3799], Speed: 5.771 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.944,RCNNL1Loss=0.650
[Epoch 25][Batch 3899], Speed: 5.657 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.944,RCNNL1Loss=0.650
[Epoch 25][Batch 3999], Speed: 5.695 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.944,RCNNL1Loss=0.650
[Epoch 25][Batch 4099], Speed: 6.177 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.944,RCNNL1Loss=0.650
[Epoch 25][Batch 4199], Speed: 5.960 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.944,RCNNL1Loss=0.650
[Epoch 25][Batch 4299], Speed: 6.034 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.944,RCNNL1Loss=0.650
[Epoch 25][Batch 4399], Speed: 5.732 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.944,RCNNL1Loss=0.650
[Epoch 25][Batch 4499], Speed: 6.111 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.944,RCNNL1Loss=0.650
[Epoch 25][Batch 4599], Speed: 5.686 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.218,RCNNAcc=0.944,RCNNL1Loss=0.650
[Epoch 25][Batch 4699], Speed: 6.432 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.650
[Epoch 25][Batch 4799], Speed: 5.982 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.650
[Epoch 25][Batch 4899], Speed: 6.077 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.649
[Epoch 25][Batch 4999], Speed: 5.533 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.649
[Epoch 25][Batch 5099], Speed: 6.326 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.649
[Epoch 25][Batch 5199], Speed: 5.344 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.649
[Epoch 25][Batch 5299], Speed: 5.822 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.649
[Epoch 25][Batch 5399], Speed: 5.407 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.649
[Epoch 25][Batch 5499], Speed: 5.443 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.649
[Epoch 25][Batch 5599], Speed: 5.905 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.163,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.649
[Epoch 25][Batch 5699], Speed: 5.721 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.649
[Epoch 25][Batch 5799], Speed: 5.397 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.649
[Epoch 25][Batch 5899], Speed: 5.906 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.649
[Epoch 25][Batch 5999], Speed: 5.441 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.649
[Epoch 25][Batch 6099], Speed: 5.620 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.649
[Epoch 25][Batch 6199], Speed: 5.930 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.649
[Epoch 25][Batch 6299], Speed: 5.800 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.095,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.649
[Epoch 25][Batch 6399], Speed: 5.421 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.649
[Epoch 25][Batch 6499], Speed: 5.474 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.648
[Epoch 25][Batch 6599], Speed: 5.507 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.648
[Epoch 25][Batch 6699], Speed: 6.328 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.648
[Epoch 25][Batch 6799], Speed: 6.045 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.648
[Epoch 25][Batch 6899], Speed: 5.585 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.648
[Epoch 25][Batch 6999], Speed: 5.426 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.648
[Epoch 25][Batch 7099], Speed: 6.473 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.648
[Epoch 25][Batch 7199], Speed: 5.757 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.648
[Epoch 25][Batch 7299], Speed: 5.430 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.648
[Epoch 25][Batch 7399], Speed: 6.291 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.648
[Epoch 25][Batch 7499], Speed: 6.094 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.648
[Epoch 25][Batch 7599], Speed: 6.068 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.648
[Epoch 25][Batch 7699], Speed: 6.076 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.648
[Epoch 25][Batch 7799], Speed: 5.609 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.648
[Epoch 25][Batch 7899], Speed: 5.917 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.648
[Epoch 25][Batch 7999], Speed: 5.882 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.648
[Epoch 25][Batch 8099], Speed: 5.823 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.648
[Epoch 25][Batch 8199], Speed: 5.732 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.647
[Epoch 25][Batch 8299], Speed: 5.939 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.647
[Epoch 25][Batch 8399], Speed: 5.990 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.647
[Epoch 25][Batch 8499], Speed: 5.677 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.647
[Epoch 25][Batch 8599], Speed: 5.536 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.647
[Epoch 25][Batch 8699], Speed: 6.006 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.647
[Epoch 25][Batch 8799], Speed: 5.957 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.647
[Epoch 25][Batch 8899], Speed: 5.782 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.647
[Epoch 25][Batch 8999], Speed: 6.701 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.647
[Epoch 25][Batch 9099], Speed: 5.907 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.647
[Epoch 25][Batch 9199], Speed: 5.716 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.647
[Epoch 25][Batch 9299], Speed: 5.678 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.647
[Epoch 25][Batch 9399], Speed: 5.255 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.647
[Epoch 25][Batch 9499], Speed: 6.092 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.647
[Epoch 25][Batch 9599], Speed: 5.935 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.647
[Epoch 25][Batch 9699], Speed: 5.913 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.647
[Epoch 25][Batch 9799], Speed: 6.032 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.646
[Epoch 25][Batch 9899], Speed: 6.066 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.646
[Epoch 25][Batch 9999], Speed: 6.013 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.217,RCNNAcc=0.944,RCNNL1Loss=0.646
[Epoch 25][Batch 10099], Speed: 6.138 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.646
[Epoch 25][Batch 10199], Speed: 5.996 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.646
[Epoch 25][Batch 10299], Speed: 6.182 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.646
[Epoch 25][Batch 10399], Speed: 5.732 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.646
[Epoch 25][Batch 10499], Speed: 6.165 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.646
[Epoch 25][Batch 10599], Speed: 6.027 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.646
[Epoch 25][Batch 10699], Speed: 6.200 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.646
[Epoch 25][Batch 10799], Speed: 5.738 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.646
[Epoch 25][Batch 10899], Speed: 6.082 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.646
[Epoch 25][Batch 10999], Speed: 6.392 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.646
[Epoch 25][Batch 11099], Speed: 5.938 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.646
[Epoch 25][Batch 11199], Speed: 5.800 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.646
[Epoch 25][Batch 11299], Speed: 5.749 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.646
[Epoch 25][Batch 11399], Speed: 5.614 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.646
[Epoch 25][Batch 11499], Speed: 5.823 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.645
[Epoch 25][Batch 11599], Speed: 6.151 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.645
[Epoch 25][Batch 11699], Speed: 5.947 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.645
[Epoch 25][Batch 11799], Speed: 5.705 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.645
[Epoch 25][Batch 11899], Speed: 6.008 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.645
[Epoch 25][Batch 11999], Speed: 5.930 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.645
[Epoch 25][Batch 12099], Speed: 5.658 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.645
[Epoch 25][Batch 12199], Speed: 6.444 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.645
[Epoch 25][Batch 12299], Speed: 5.787 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.645
[Epoch 25][Batch 12399], Speed: 6.017 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.645
[Epoch 25][Batch 12499], Speed: 5.710 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.645
[Epoch 25][Batch 12599], Speed: 5.670 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.645
[Epoch 25][Batch 12699], Speed: 5.763 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.645
[Epoch 25][Batch 12799], Speed: 5.694 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.645
[Epoch 25][Batch 12899], Speed: 5.592 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.645
[Epoch 25][Batch 12999], Speed: 5.738 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.645
[Epoch 25][Batch 13099], Speed: 5.981 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.644
[Epoch 25][Batch 13199], Speed: 5.760 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.644
[Epoch 25][Batch 13299], Speed: 5.544 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.644
[Epoch 25][Batch 13399], Speed: 5.772 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.644
[Epoch 25][Batch 13499], Speed: 6.406 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.644
[Epoch 25][Batch 13599], Speed: 5.876 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.644
[Epoch 25][Batch 13699], Speed: 5.631 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.644
[Epoch 25][Batch 13799], Speed: 5.683 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.644
[Epoch 25][Batch 13899], Speed: 6.197 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.644
[Epoch 25][Batch 13999], Speed: 5.212 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.644
[Epoch 25][Batch 14099], Speed: 5.784 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.644
[Epoch 25][Batch 14199], Speed: 5.437 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.644
[Epoch 25][Batch 14299], Speed: 5.820 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.644
[Epoch 25][Batch 14399], Speed: 6.333 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.644
[Epoch 25][Batch 14499], Speed: 5.421 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.644
[Epoch 25][Batch 14599], Speed: 5.363 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164,RPNAcc=0.990,RPNL1Loss=0.216,RCNNAcc=0.944,RCNNL1Loss=0.644
[Epoch 25] Training cost: 20028.291, RPN_Conf=0.012,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.094,RCNN_SmoothL1=0.164
[Epoch 25] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.464
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.674
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.508
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.306
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.499
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.594
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.359
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.573
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.603
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.433
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.634
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.740
person=58.1
bicycle=34.6
car=48.6
motorcycle=48.7
airplane=68.8
bus=69.6
train=69.1
truck=42.4
boat=31.1
traffic light=29.3
fire hydrant=71.1
stop sign=69.0
parking meter=53.7
bench=30.5
bird=38.8
cat=74.5
dog=67.2
horse=64.6
sheep=57.6
cow=60.1
elephant=67.2
bear=69.7
zebra=68.1
giraffe=69.9
backpack=19.3
umbrella=44.4
handbag=20.3
tie=41.8
suitcase=40.2
frisbee=70.3
skis=28.6
snowboard=48.6
sports ball=46.3
kite=41.1
baseball bat=42.9
baseball glove=43.9
skateboard=59.6
surfboard=44.2
tennis racket=57.6
bottle=43.6
wine glass=42.9
cup=49.0
fork=46.7
knife=28.7
spoon=26.7
bowl=45.4
banana=29.4
apple=24.3
sandwich=37.9
orange=31.6
broccoli=23.1
carrot=24.7
hot dog=44.8
pizza=56.3
donut=49.4
cake=41.0
chair=35.0
couch=44.3
potted plant=32.2
bed=42.9
dining table=30.5
toilet=62.7
tv=59.9
laptop=64.7
mouse=62.7
remote=41.8
keyboard=52.5
cell phone=41.8
microwave=64.2
oven=38.3
toaster=32.2
sink=42.7
refrigerator=62.1
book=20.2
clock=52.9
vase=42.6
scissors=36.6
teddy bear=51.9
hair drier=7.2
toothbrush=35.4
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=46.4
[Epoch 25] Saving parameters to faster_rcnn_fpn_syncbn_resnest269_coco_0025_46.4000.params