Fine-tune with provided solver leads to loss=87.3365 about mobilenet-caffe HOT 6 OPEN

@feitiandemiaomi @shaqing I solved it by setting batchnorm to false

from mobilenet-caffe.

reduce lr to 0.001 or 0.0001, then have a try

from mobilenet-caffe.

@zhuochen24 How do you solve it?

from mobilenet-caffe.

@shicai @OceanWong1991 @zhuochen24 Hi, I meet the same problem , I have try to reduce lr , but nothing changed. I find the debug log abnormal ,the log as following:

I0428 10:34:09.415983 2335 parallel.cpp:391] GPUs pairs 0:1
I0428 10:34:09.542487 2335 data_layer.cpp:41] output data size: 4,3,256,256
I0428 10:34:10.378835 2335 parallel.cpp:419] Starting Optimization
I0428 10:34:10.378890 2335 solver.cpp:280] Solving MOBILENET_V2
I0428 10:34:10.378895 2335 solver.cpp:281] Learning Rate Policy: multistep
I0428 10:34:10.380884 2335 net.cpp:663] [Forward] Layer data, top blob data data: 1.07593
I0428 10:34:10.380929 2335 net.cpp:663] [Forward] Layer data, top blob label data: 3.5
I0428 10:34:10.381597 2335 net.cpp:663] [Forward] Layer conv1, top blob conv1 data: 0.643082
I0428 10:34:10.381629 2335 net.cpp:675] [Forward] Layer conv1, param blob 0 data: 0.107986
I0428 10:34:10.383767 2335 net.cpp:663] [Forward] Layer conv1/bn, top blob conv1/bn data: 183.373
I0428 10:34:10.383802 2335 net.cpp:675] [Forward] Layer conv1/bn, param blob 0 data: 0.020351
I0428 10:34:10.383827 2335 net.cpp:675] [Forward] Layer conv1/bn, param blob 1 data: 1.12833
I0428 10:34:10.383852 2335 net.cpp:675] [Forward] Layer conv1/bn, param blob 2 data: 1
I0428 10:34:10.384518 2335 net.cpp:663] [Forward] Layer conv1/scale, top blob conv1/bn data: 34.517
I0428 10:34:10.384551 2335 net.cpp:675] [Forward] Layer conv1/scale, param blob 0 data: 0.119979
I0428 10:34:10.384575 2335 net.cpp:675] [Forward] Layer conv1/scale, param blob 1 data: 0.28847
I0428 10:34:10.384696 2335 net.cpp:663] [Forward] Layer relu1, top blob conv1/bn data: 17.3937
I0428 10:34:10.385437 2335 net.cpp:663] [Forward] Layer conv2_1/expand, top blob conv2_1/expand data: 40.8691
I0428 10:34:10.385470 2335 net.cpp:675] [Forward] Layer conv2_1/expand, param blob 0 data: 0.198103
I0428 10:34:10.387404 2335 net.cpp:663] [Forward] Layer conv2_1/expand/bn, top blob conv2_1/expand/bn data: 11362.3
I0428 10:34:10.387449 2335 net.cpp:675] [Forward] Layer conv2_1/expand/bn, param blob 0 data: 0
I0428 10:34:10.387475 2335 net.cpp:675] [Forward] Layer conv2_1/expand/bn, param blob 1 data: 0
I0428 10:34:10.387509 2335 net.cpp:675] [Forward] Layer conv2_1/expand/bn, param blob 2 data: 0
I0428 10:34:10.388053 2335 net.cpp:663] [Forward] Layer conv2_1/expand/scale, top blob conv2_1/expand/bn data: 11362.3
I0428 10:34:10.388085 2335 net.cpp:675] [Forward] Layer conv2_1/expand/scale, param blob 0 data: 1
I0428 10:34:10.388109 2335 net.cpp:675] [Forward] Layer conv2_1/expand/scale, param blob 1 data: 0
I0428 10:34:10.388217 2335 net.cpp:663] [Forward] Layer relu2_1/expand, top blob conv2_1/expand/bn data: 5681.15
I0428 10:34:10.390439 2335 net.cpp:663] [Forward] Layer conv2_1/dwise, top blob conv2_1/dwise data: 7438.49
I0428 10:34:10.390472 2335 net.cpp:675] [Forward] Layer conv2_1/dwise, param blob 0 data: 0.377459
I0428 10:34:10.392485 2335 net.cpp:663] [Forward] Layer conv2_1/dwise/bn, top blob conv2_1/dwise/bn data: 2.45398e+06
I0428 10:34:10.392518 2335 net.cpp:675] [Forward] Layer conv2_1/dwise/bn, param blob 0 data: 0
I0428 10:34:10.392544 2335 net.cpp:675] [Forward] Layer conv2_1/dwise/bn, param blob 1 data: 0
I0428 10:34:10.392566 2335 net.cpp:675] [Forward] Layer conv2_1/dwise/bn, param blob 2 data: 0
I0428 10:34:10.393353 2335 net.cpp:663] [Forward] Layer conv2_1/dwise/scale, top blob conv2_1/dwise/bn data: 2.45398e+06
I0428 10:34:10.393386 2335 net.cpp:675] [Forward] Layer conv2_1/dwise/scale, param blob 0 data: 1
I0428 10:34:10.393410 2335 net.cpp:675] [Forward] Layer conv2_1/dwise/scale, param blob 1 data: 0
I0428 10:34:10.393517 2335 net.cpp:663] [Forward] Layer relu2_1/dwise, top blob conv2_1/dwise/bn data: 1.22699e+06
I0428 10:34:10.394146 2335 net.cpp:663] [Forward] Layer conv2_1/linear, top blob conv2_1/linear data: 2.61126e+06
I0428 10:34:10.394178 2335 net.cpp:675] [Forward] Layer conv2_1/linear, param blob 0 data: 0.201915
I0428 10:34:10.395617 2335 net.cpp:663] [Forward] Layer conv2_1/linear/bn, top blob conv2_1/linear/bn data: 6.75441e+08
I0428 10:34:10.395648 2335 net.cpp:675] [Forward] Layer conv2_1/linear/bn, param blob 0 data: 0
I0428 10:34:10.395673 2335 net.cpp:675] [Forward] Layer conv2_1/linear/bn, param blob 1 data: 0
I0428 10:34:10.395699 2335 net.cpp:675] [Forward] Layer conv2_1/linear/bn, param blob 2 data: 0
I0428 10:34:10.396538 2335 net.cpp:663] [Forward] Layer conv2_1/linear/scale, top blob conv2_1/linear/bn data: 6.75441e+08
I0428 10:34:10.396569 2335 net.cpp:675] [Forward] Layer conv2_1/linear/scale, param blob 0 data: 1
I0428 10:34:10.396592 2335 net.cpp:675] [Forward] Layer conv2_1/linear/scale, param blob 1 data: 0
I0428 10:34:10.397444 2335 net.cpp:663] [Forward] Layer conv2_2/expand, top blob conv2_2/expand data: 9.46761e+08
I0428 10:34:10.397488 2335 net.cpp:675] [Forward] Layer conv2_2/expand, param blob 0 data: 0.284014
I0428 10:34:10.400770 2335 net.cpp:663] [Forward] Layer conv2_2/expand/bn, top blob conv2_2/expand/bn data: 2.99392e+11
I0428 10:34:10.400804 2335 net.cpp:675] [Forward] Layer conv2_2/expand/bn, param blob 0 data: 0
I0428 10:34:10.400830 2335 net.cpp:675] [Forward] Layer conv2_2/expand/bn, param blob 1 data: 0
I0428 10:34:10.400853 2335 net.cpp:675] [Forward] Layer conv2_2/expand/bn, param blob 2 data: 0
I0428 10:34:10.401751 2335 net.cpp:663] [Forward] Layer conv2_2/expand/scale, top blob conv2_2/expand/bn data: 2.99392e+11
I0428 10:34:10.401782 2335 net.cpp:675] [Forward] Layer conv2_2/expand/scale, param blob 0 data: 1
I0428 10:34:10.401808 2335 net.cpp:675] [Forward] Layer conv2_2/expand/scale, param blob 1 data: 0
I0428 10:34:10.402055 2335 net.cpp:663] [Forward] Layer relu2_2/expand, top blob conv2_2/expand/bn data: 1.49696e+11
I0428 10:34:10.404867 2335 net.cpp:663] [Forward] Layer conv2_2/dwise, top blob conv2_2/dwise data: 2.17566e+11
I0428 10:34:10.404901 2335 net.cpp:675] [Forward] Layer conv2_2/dwise, param blob 0 data: 0.367978
I0428 10:34:10.406599 2335 net.cpp:663] [Forward] Layer conv2_2/dwise/bn, top blob conv2_2/dwise/bn data: 7.21901e+13
I0428 10:34:10.406633 2335 net.cpp:675] [Forward] Layer conv2_2/dwise/bn, param blob 0 data: 0
I0428 10:34:10.406657 2335 net.cpp:675] [Forward] Layer conv2_2/dwise/bn, param blob 1 data: 0
I0428 10:34:10.406685 2335 net.cpp:675] [Forward] Layer conv2_2/dwise/bn, param blob 2 data: 0
I0428 10:34:10.407368 2335 net.cpp:663] [Forward] Layer conv2_2/dwise/scale, top blob conv2_2/dwise/bn data: 7.21901e+13
I0428 10:34:10.407400 2335 net.cpp:675] [Forward] Layer conv2_2/dwise/scale, param blob 0 data: 1
I0428 10:34:10.407424 2335 net.cpp:675] [Forward] Layer conv2_2/dwise/scale, param blob 1 data: 0
I0428 10:34:10.407507 2335 net.cpp:663] [Forward] Layer relu2_2/dwise, top blob conv2_2/dwise/bn data: 3.60951e+13
I0428 10:34:10.408129 2335 net.cpp:663] [Forward] Layer conv2_2/linear, top blob conv2_2/linear data: 8.05961e+13
I0428 10:34:10.408161 2335 net.cpp:675] [Forward] Layer conv2_2/linear, param blob 0 data: 0.114562
I0428 10:34:10.411051 2335 net.cpp:663] [Forward] Layer conv2_2/linear/bn, top blob conv2_2/linear/bn data: 1.93021e+16
I0428 10:34:10.411087 2335 net.cpp:675] [Forward] Layer conv2_2/linear/bn, param blob 0 data: 0
I0428 10:34:10.411111 2335 net.cpp:675] [Forward] Layer conv2_2/linear/bn, param blob 1 data: 0
I0428 10:34:10.411135 2335 net.cpp:675] [Forward] Layer conv2_2/linear/bn, param blob 2 data: 0
I0428 10:34:10.411628 2335 net.cpp:663] [Forward] Layer conv2_2/linear/scale, top blob conv2_2/linear/bn data: 1.93021e+16
I0428 10:34:10.411660 2335 net.cpp:675] [Forward] Layer conv2_2/linear/scale, param blob 0 data: 1
I0428 10:34:10.411684 2335 net.cpp:675] [Forward] Layer conv2_2/linear/scale, param blob 1 data: 0
I0428 10:34:10.411718 2335 net.cpp:663] [Forward] Layer conv2_2/linear/bn_conv2_2/linear/scale_0_split, top blob conv2_2/linear/bn_conv2_2/linear/scale_0_split_0 data: 1.93021e+16
I0428 10:34:10.411751 2335 net.cpp:663] [Forward] Layer conv2_2/linear/bn_conv2_2/linear/scale_0_split, top blob conv2_2/linear/bn_conv2_2/linear/scale_0_split_1 data: 1.93021e+16
I0428 10:34:10.412454 2335 net.cpp:663] [Forward] Layer conv3_1/expand, top blob conv3_1/expand data: 2.78487e+16
I0428 10:34:10.412487 2335 net.cpp:675] [Forward] Layer conv3_1/expand, param blob 0 data: 0.234945
I0428 10:34:10.414053 2335 net.cpp:663] [Forward] Layer conv3_1/expand/bn, top blob conv3_1/expand/bn data: 8.80653e+18
I0428 10:34:10.414088 2335 net.cpp:675] [Forward] Layer conv3_1/expand/bn, param blob 0 data: 0
I0428 10:34:10.414113 2335 net.cpp:675] [Forward] Layer conv3_1/expand/bn, param blob 1 data: 0
I0428 10:34:10.414135 2335 net.cpp:675] [Forward] Layer conv3_1/expand/bn, param blob 2 data: 0
I0428 10:34:10.414801 2335 net.cpp:663] [Forward] Layer conv3_1/expand/scale, top blob conv3_1/expand/bn data: 8.80653e+18
I0428 10:34:10.414834 2335 net.cpp:675] [Forward] Layer conv3_1/expand/scale, param blob 0 data: 1
I0428 10:34:10.414857 2335 net.cpp:675] [Forward] Layer conv3_1/expand/scale, param blob 1 data: 0
I0428 10:34:10.414971 2335 net.cpp:663] [Forward] Layer relu3_1/expand, top blob conv3_1/expand/bn data: 4.40326e+18
I0428 10:34:10.418709 2335 net.cpp:663] [Forward] Layer conv3_1/dwise, top blob conv3_1/dwise data: 6.39441e+18
I0428 10:34:10.418741 2335 net.cpp:675] [Forward] Layer conv3_1/dwise, param blob 0 data: 0.370995
I0428 10:34:10.420878 2335 net.cpp:663] [Forward] Layer conv3_1/dwise/bn, top blob conv3_1/dwise/bn data: 2.01064e+21
I0428 10:34:10.420912 2335 net.cpp:675] [Forward] Layer conv3_1/dwise/bn, param blob 0 data: 0
I0428 10:34:10.420938 2335 net.cpp:675] [Forward] Layer conv3_1/dwise/bn, param blob 1 data: 0
I0428 10:34:10.420959 2335 net.cpp:675] [Forward] Layer conv3_1/dwise/bn, param blob 2 data: 0
I0428 10:34:10.421576 2335 net.cpp:663] [Forward] Layer conv3_1/dwise/scale, top blob conv3_1/dwise/bn data: 2.01064e+21
I0428 10:34:10.421609 2335 net.cpp:675] [Forward] Layer conv3_1/dwise/scale, param blob 0 data: 1
I0428 10:34:10.421633 2335 net.cpp:675] [Forward] Layer conv3_1/dwise/scale, param blob 1 data: 0
I0428 10:34:10.421747 2335 net.cpp:663] [Forward] Layer relu3_1/dwise, top blob conv3_1/dwise/bn data: 1.00532e+21
I0428 10:34:10.421892 2335 net.cpp:663] [Forward] Layer conv3_1/linear, top blob conv3_1/linear data: 2.22766e+21
I0428 10:34:10.421929 2335 net.cpp:675] [Forward] Layer conv3_1/linear, param blob 0 data: 0.0929037
I0428 10:34:10.423398 2335 net.cpp:663] [Forward] Layer conv3_1/linear/bn, top blob conv3_1/linear/bn data: 5.55235e+23
I0428 10:34:10.423430 2335 net.cpp:675] [Forward] Layer conv3_1/linear/bn, param blob 0 data: 0
I0428 10:34:10.423455 2335 net.cpp:675] [Forward] Layer conv3_1/linear/bn, param blob 1 data: 0
I0428 10:34:10.423478 2335 net.cpp:675] [Forward] Layer conv3_1/linear/bn, param blob 2 data: 0
I0428 10:34:10.424068 2335 net.cpp:663] [Forward] Layer conv3_1/linear/scale, top blob conv3_1/linear/bn data: 5.55235e+23
I0428 10:34:10.424100 2335 net.cpp:675] [Forward] Layer conv3_1/linear/scale, param blob 0 data: 1
I0428 10:34:10.424125 2335 net.cpp:675] [Forward] Layer conv3_1/linear/scale, param blob 1 data: 0
I0428 10:34:10.424719 2335 net.cpp:663] [Forward] Layer block_3_1, top blob block_3_1 data: 5.55235e+23
I0428 10:34:10.425335 2335 net.cpp:663] [Forward] Layer conv3_2/expand, top blob conv3_2/expand data: 7.53585e+23
I0428 10:34:10.425369 2335 net.cpp:675] [Forward] Layer conv3_2/expand, param blob 0 data: 0.227229
I0428 10:34:10.428926 2335 net.cpp:663] [Forward] Layer conv3_2/expand/bn, top blob conv3_2/expand/bn data: 2.38305e+26
I0428 10:34:10.428961 2335 net.cpp:675] [Forward] Layer conv3_2/expand/bn, param blob 0 data: 0
I0428 10:34:10.428985 2335 net.cpp:675] [Forward] Layer conv3_2/expand/bn, param blob 1 data: 0
I0428 10:34:10.429008 2335 net.cpp:675] [Forward] Layer conv3_2/expand/bn, param blob 2 data: 0
I0428 10:34:10.429611 2335 net.cpp:663] [Forward] Layer conv3_2/expand/scale, top blob conv3_2/expand/bn data: 2.38305e+26
I0428 10:34:10.429646 2335 net.cpp:675] [Forward] Layer conv3_2/expand/scale, param blob 0 data: 1
I0428 10:34:10.429669 2335 net.cpp:675] [Forward] Layer conv3_2/expand/scale, param blob 1 data: 0
I0428 10:34:10.429785 2335 net.cpp:663] [Forward] Layer relu3_2/expand, top blob conv3_2/expand/bn data: 1.19152e+26
I0428 10:34:10.432870 2335 net.cpp:663] [Forward] Layer conv3_2/dwise, top blob conv3_2/dwise data: 1.76416e+26
I0428 10:34:10.432905 2335 net.cpp:675] [Forward] Layer conv3_2/dwise, param blob 0 data: 0.369451
I0428 10:34:10.435609 2335 net.cpp:663] [Forward] Layer conv3_2/dwise/bn, top blob conv3_2/dwise/bn data: 5.42622e+28
I0428 10:34:10.435653 2335 net.cpp:675] [Forward] Layer conv3_2/dwise/bn, param blob 0 data: 0
I0428 10:34:10.435679 2335 net.cpp:675] [Forward] Layer conv3_2/dwise/bn, param blob 1 data: 0
I0428 10:34:10.435703 2335 net.cpp:675] [Forward] Layer conv3_2/dwise/bn, param blob 2 data: 0
I0428 10:34:10.436291 2335 net.cpp:663] [Forward] Layer conv3_2/dwise/scale, top blob conv3_2/dwise/bn data: 5.42622e+28
I0428 10:34:10.436323 2335 net.cpp:675] [Forward] Layer conv3_2/dwise/scale, param blob 0 data: 1
I0428 10:34:10.436348 2335 net.cpp:675] [Forward] Layer conv3_2/dwise/scale, param blob 1 data: 0
I0428 10:34:10.436389 2335 net.cpp:663] [Forward] Layer relu3_2/dwise, top blob conv3_2/dwise/bn data: 2.71311e+28
I0428 10:34:10.436501 2335 net.cpp:663] [Forward] Layer conv3_2/linear, top blob conv3_2/linear data: 6.2216e+28
I0428 10:34:10.436537 2335 net.cpp:675] [Forward] Layer conv3_2/linear, param blob 0 data: 0.0937692
I0428 10:34:10.436923 2335 net.cpp:663] [Forward] Layer conv3_2/linear/bn, top blob conv3_2/linear/bn data: 1.6788e+31
I0428 10:34:10.436954 2335 net.cpp:675] [Forward] Layer conv3_2/linear/bn, param blob 0 data: 0
I0428 10:34:10.436980 2335 net.cpp:675] [Forward] Layer conv3_2/linear/bn, param blob 1 data: 0
I0428 10:34:10.437001 2335 net.cpp:675] [Forward] Layer conv3_2/linear/bn, param blob 2 data: 0
I0428 10:34:10.437265 2335 net.cpp:663] [Forward] Layer conv3_2/linear/scale, top blob conv3_2/linear/bn data: 1.6788e+31
I0428 10:34:10.437294 2335 net.cpp:675] [Forward] Layer conv3_2/linear/scale, param blob 0 data: 1
I0428 10:34:10.437319 2335 net.cpp:675] [Forward] Layer conv3_2/linear/scale, param blob 1 data: 0
I0428 10:34:10.437351 2335 net.cpp:663] [Forward] Layer conv3_2/linear/bn_conv3_2/linear/scale_0_split, top blob conv3_2/linear/bn_conv3_2/linear/scale_0_split_0 data: 1.6788e+31
I0428 10:34:10.437383 2335 net.cpp:663] [Forward] Layer conv3_2/linear/bn_conv3_2/linear/scale_0_split, top blob conv3_2/linear/bn_conv3_2/linear/scale_0_split_1 data: 1.6788e+31
I0428 10:34:10.437948 2335 net.cpp:663] [Forward] Layer conv4_1/expand, top blob conv4_1/expand data: 2.3657e+31
I0428 10:34:10.437989 2335 net.cpp:675] [Forward] Layer conv4_1/expand, param blob 0 data: 0.200071
I0428 10:34:10.439738 2335 net.cpp:663] [Forward] Layer conv4_1/expand/bn, top blob conv4_1/expand/bn data: inf
I0428 10:34:10.439770 2335 net.cpp:675] [Forward] Layer conv4_1/expand/bn, param blob 0 data: 0
I0428 10:34:10.439795 2335 net.cpp:675] [Forward] Layer conv4_1/expand/bn, param blob 1 data: 0
I0428 10:34:10.439818 2335 net.cpp:675] [Forward] Layer conv4_1/expand/bn, param blob 2 data: 0
I0428 10:34:10.440251 2335 net.cpp:663] [Forward] Layer conv4_1/expand/scale, top blob conv4_1/expand/bn data: inf
I0428 10:34:10.440284 2335 net.cpp:675] [Forward] Layer conv4_1/expand/scale, param blob 0 data: 1
I0428 10:34:10.440315 2335 net.cpp:675] [Forward] Layer conv4_1/expand/scale, param blob 1 data: 0
I0428 10:34:10.440362 2335 net.cpp:663] [Forward] Layer relu4_1/expand, top blob conv4_1/expand/bn data: inf
I0428 10:34:10.443735 2335 net.cpp:663] [Forward] Layer conv4_1/dwise, top blob conv4_1/dwise data: inf
I0428 10:34:10.443769 2335 net.cpp:675] [Forward] Layer conv4_1/dwise, param blob 0 data: 0.373901
I0428 10:34:10.445406 2335 net.cpp:663] [Forward] Layer conv4_1/dwise/bn, top blob conv4_1/dwise/bn data: inf
I0428 10:34:10.445441 2335 net.cpp:675] [Forward] Layer conv4_1/dwise/bn, param blob 0 data: 0
I0428 10:34:10.445466 2335 net.cpp:675] [Forward] Layer conv4_1/dwise/bn, param blob 1 data: 0
I0428 10:34:10.445488 2335 net.cpp:675] [Forward] Layer conv4_1/dwise/bn, param blob 2 data: 0
I0428 10:34:10.446112 2335 net.cpp:663] [Forward] Layer conv4_1/dwise/scale, top blob conv4_1/dwise/bn data: inf
I0428 10:34:10.446143 2335 net.cpp:675] [Forward] Layer conv4_1/dwise/scale, param blob 0 data: 1
I0428 10:34:10.446180 2335 net.cpp:675] [Forward] Layer conv4_1/dwise/scale, param blob 1 data: 0
I0428 10:34:10.446230 2335 net.cpp:663] [Forward] Layer relu4_1/dwise, top blob conv4_1/dwise/bn data: inf
I0428 10:34:10.446380 2335 net.cpp:663] [Forward] Layer conv4_1/linear, top blob conv4_1/linear data: inf
I0428 10:34:10.446415 2335 net.cpp:675] [Forward] Layer conv4_1/linear, param blob 0 data: 0.0808769
I0428 10:34:10.448215 2335 net.cpp:663] [Forward] Layer conv4_1/linear/bn, top blob conv4_1/linear/bn data: inf
I0428 10:34:10.448243 2335 net.cpp:675] [Forward] Layer conv4_1/linear/bn, param blob 0 data: 0
I0428 10:34:10.448268 2335 net.cpp:675] [Forward] Layer conv4_1/linear/bn, param blob 1 data: 0
I0428 10:34:10.448298 2335 net.cpp:675] [Forward] Layer conv4_1/linear/bn, param blob 2 data: 0
I0428 10:34:10.448360 2335 net.cpp:663] [Forward] Layer conv4_1/linear/scale, top blob conv4_1/linear/bn data: inf
I0428 10:34:10.448386 2335 net.cpp:675] [Forward] Layer conv4_1/linear/scale, param blob 0 data: 1
I0428 10:34:10.448410 2335 net.cpp:675] [Forward] Layer conv4_1/linear/scale, param blob 1 data: 0
I0428 10:34:10.448479 2335 net.cpp:663] [Forward] Layer block_4_1, top blob block_4_1 data: inf
I0428 10:34:10.448518 2335 net.cpp:663] [Forward] Layer block_4_1_block_4_1_0_split, top blob block_4_1_block_4_1_0_split_0 data: inf
I0428 10:34:10.448542 2335 net.cpp:663] [Forward] Layer block_4_1_block_4_1_0_split, top blob block_4_1_block_4_1_0_split_1 data: inf
I0428 10:34:10.448981 2335 net.cpp:663] [Forward] Layer conv4_2/expand, top blob conv4_2/expand data: inf
I0428 10:34:10.449018 2335 net.cpp:675] [Forward] Layer conv4_2/expand, param blob 0 data: 0.20249
I0428 10:34:10.453212 2335 net.cpp:663] [Forward] Layer conv4_2/expand/bn, top blob conv4_2/expand/bn data: nan
I0428 10:34:10.453244 2335 net.cpp:675] [Forward] Layer conv4_2/expand/bn, param blob 0 data: 0
I0428 10:34:10.453279 2335 net.cpp:675] [Forward] Layer conv4_2/expand/bn, param blob 1 data: 0
I0428 10:34:10.453301 2335 net.cpp:675] [Forward] Layer conv4_2/expand/bn, param blob 2 data: 0
I0428 10:34:10.453923 2335 net.cpp:663] [Forward] Layer conv4_2/expand/scale, top blob conv4_2/expand/bn data: nan
I0428 10:34:10.453954 2335 net.cpp:675] [Forward] Layer conv4_2/expand/scale, param blob 0 data: 1
I0428 10:34:10.453980 2335 net.cpp:675] [Forward] Layer conv4_2/expand/scale, param blob 1 data: 0
I0428 10:34:10.454028 2335 net.cpp:663] [Forward] Layer relu4_2/expand, top blob conv4_2/expand/bn data: nan
I0428 10:34:10.457412 2335 net.cpp:663] [Forward] Layer conv4_2/dwise, top blob conv4_2/dwise data: nan
I0428 10:34:10.457444 2335 net.cpp:675] [Forward] Layer conv4_2/dwise, param blob 0 data: 0.363551
I0428 10:34:10.463245 2335 net.cpp:663] [Forward] Layer conv4_2/dwise/bn, top blob conv4_2/dwise/bn data: nan
I0428 10:34:10.463277 2335 net.cpp:675] [Forward] Layer conv4_2/dwise/bn, param blob 0 data: 0
I0428 10:34:10.463304 2335 net.cpp:675] [Forward] Layer conv4_2/dwise/bn, param blob 1 data: 0
I0428 10:34:10.463326 2335 net.cpp:675] [Forward] Layer conv4_2/dwise/bn, param blob 2 data: 0
I0428 10:34:10.463943 2335 net.cpp:663] [Forward] Layer conv4_2/dwise/scale, top blob conv4_2/dwise/bn data: nan
I0428 10:34:10.463974 2335 net.cpp:675] [Forward] Layer conv4_2/dwise/scale, param blob 0 data: 1
I0428 10:34:10.464005 2335 net.cpp:675] [Forward] Layer conv4_2/dwise/scale, param blob 1 data: 0
I0428 10:34:10.464054 2335 net.cpp:663] [Forward] Layer relu4_2/dwise, top blob conv4_2/dwise/bn data: nan
I0428 10:34:10.464196 2335 net.cpp:663] [Forward] Layer conv4_2/linear, top blob conv4_2/linear data: inf
I0428 10:34:10.464231 2335 net.cpp:675] [Forward] Layer conv4_2/linear, param blob 0 data: 0.0806781
I0428 10:34:10.464660 2335 net.cpp:663] [Forward] Layer conv4_2/linear/bn, top blob conv4_2/linear/bn data: nan
I0428 10:34:10.464689 2335 net.cpp:675] [Forward] Layer conv4_2/linear/bn, param blob 0 data: 0
I0428 10:34:10.464726 2335 net.cpp:675] [Forward] Layer conv4_2/linear/bn, param blob 1 data: 0
I0428 10:34:10.464751 2335 net.cpp:675] [Forward] Layer conv4_2/linear/bn, param blob 2 data: 0
I0428 10:34:10.464815 2335 net.cpp:663] [Forward] Layer conv4_2/linear/scale, top blob conv4_2/linear/bn data: nan
I0428 10:34:10.464841 2335 net.cpp:675] [Forward] Layer conv4_2/linear/scale, param blob 0 data: 1
I0428 10:34:10.464865 2335 net.cpp:675] [Forward] Layer conv4_2/linear/scale, param blob 1 data: 0
I0428 10:34:10.464943 2335 net.cpp:663] [Forward] Layer block_4_2, top blob block_4_2 data: nan
I0428 10:34:10.465572 2335 net.cpp:663] [Forward] Layer conv4_3/expand, top blob conv4_3/expand data: inf
I0428 10:34:10.465602 2335 net.cpp:675] [Forward] Layer conv4_3/expand, param blob 0 data: 0.198101
I0428 10:34:10.467157 2335 net.cpp:663] [Forward] Layer conv4_3/expand/bn, top blob conv4_3/expand/bn data: nan
I0428 10:34:10.467192 2335 net.cpp:675] [Forward] Layer conv4_3/expand/bn, param blob 0 data: 0
I0428 10:34:10.467217 2335 net.cpp:675] [Forward] Layer conv4_3/expand/bn, param blob 1 data: 0
I0428 10:34:10.467249 2335 net.cpp:675] [Forward] Layer conv4_3/expand/bn, param blob 2 data: 0
I0428 10:34:10.467867 2335 net.cpp:663] [Forward] Layer conv4_3/expand/scale, top blob conv4_3/expand/bn data: nan
I0428 10:34:10.467897 2335 net.cpp:675] [Forward] Layer conv4_3/expand/scale, param blob 0 data: 1
I0428 10:34:10.467929 2335 net.cpp:675] [Forward] Layer conv4_3/expand/scale, param blob 1 data: 0
I0428 10:34:10.467978 2335 net.cpp:663] [Forward] Layer relu4_3/expand, top blob conv4_3/expand/bn data: nan
I0428 10:34:10.471364 2335 net.cpp:663] [Forward] Layer conv4_3/dwise, top blob conv4_3/dwise data: nan
I0428 10:34:10.471396 2335 net.cpp:675] [Forward] Layer conv4_3/dwise, param blob 0 data: 0.371353
I0428 10:34:10.474408 2335 net.cpp:663] [Forward] Layer conv4_3/dwise/bn, top blob conv4_3/dwise/bn data: nan
I0428 10:34:10.474442 2335 net.cpp:675] [Forward] Layer conv4_3/dwise/bn, param blob 0 data: 0
I0428 10:34:10.474468 2335 net.cpp:675] [Forward] Layer conv4_3/dwise/bn, param blob 1 data: 0
I0428 10:34:10.474490 2335 net.cpp:675] [Forward] Layer conv4_3/dwise/bn, param blob 2 data: 0
I0428 10:34:10.475111 2335 net.cpp:663] [Forward] Layer conv4_3/dwise/scale, top blob conv4_3/dwise/bn data: nan
I0428 10:34:10.475142 2335 net.cpp:675] [Forward] Layer conv4_3/dwise/scale, param blob 0 data: 1
I0428 10:34:10.475173 2335 net.cpp:675] [Forward] Layer conv4_3/dwise/scale, param blob 1 data: 0
I0428 10:34:10.475221 2335 net.cpp:663] [Forward] Layer relu4_3/dwise, top blob conv4_3/dwise/bn data: nan
I0428 10:34:10.475380 2335 net.cpp:663] [Forward] Layer conv4_3/linear, top blob conv4_3/linear data: inf
I0428 10:34:10.475407 2335 net.cpp:675] [Forward] Layer conv4_3/linear, param blob 0 data: 0.0810277
I0428 10:34:10.475845 2335 net.cpp:663] [Forward] Layer conv4_3/linear/bn, top blob conv4_3/linear/bn data: nan
I0428 10:34:10.475874 2335 net.cpp:675] [Forward] Layer conv4_3/linear/bn, param blob 0 data: 0
I0428 10:34:10.475898 2335 net.cpp:675] [Forward] Layer conv4_3/linear/bn, param blob 1 data: 0
I0428 10:34:10.475920 2335 net.cpp:675] [Forward] Layer conv4_3/linear/bn, param blob 2 data: 0
I0428 10:34:10.475993 2335 net.cpp:663] [Forward] Layer conv4_3/linear/scale, top blob conv4_3/linear/bn data: nan
I0428 10:34:10.476019 2335 net.cpp:675] [Forward] Layer conv4_3/linear/scale, param blob 0 data: 1
I0428 10:34:10.476042 2335 net.cpp:675] [Forward] Layer conv4_3/linear/scale, param blob 1 data: 0
I0428 10:34:10.476075 2335 net.cpp:663] [Forward] Layer conv4_3/linear/bn_conv4_3/linear/scale_0_split, top blob conv4_3/linear/bn_conv4_3/linear/scale_0_split_0 data: nan
I0428 10:34:10.476106 2335 net.cpp:663] [Forward] Layer conv4_3/linear/bn_conv4_3/linear/scale_0_split, top blob conv4_3/linear/bn_conv4_3/linear/scale_0_split_1 data: nan
I0428 10:34:10.476749 2335 net.cpp:663] [Forward] Layer conv4_4/expand, top blob conv4_4/expand data: inf
I0428 10:34:10.476780 2335 net.cpp:675] [Forward] Layer conv4_4/expand, param blob 0 data: 0.141276
I0428 10:34:10.478377 2335 net.cpp:663] [Forward] Layer conv4_4/expand/bn, top blob conv4_4/expand/bn data: nan
I0428 10:34:10.478410 2335 net.cpp:675] [Forward] Layer conv4_4/expand/bn, param blob 0 data: 0
I0428 10:34:10.478436 2335 net.cpp:675] [Forward] Layer conv4_4/expand/bn, param blob 1 data: 0
I0428 10:34:10.478459 2335 net.cpp:675] [Forward] Layer conv4_4/expand/bn, param blob 2 data: 0
I0428 10:34:10.478950 2335 net.cpp:663] [Forward] Layer conv4_4/expand/scale, top blob conv4_4/expand/bn data: nan
I0428 10:34:10.478982 2335 net.cpp:675] [Forward] Layer conv4_4/expand/scale, param blob 0 data: 1
I0428 10:34:10.479015 2335 net.cpp:675] [Forward] Layer conv4_4/expand/scale, param blob 1 data: 0
I0428 10:34:10.479104 2335 net.cpp:663] [Forward] Layer relu4_4/expand, top blob conv4_4/expand/bn data: nan
I0428 10:34:10.485208 2335 net.cpp:663] [Forward] Layer conv4_4/dwise, top blob conv4_4/dwise data: nan
I0428 10:34:10.485242 2335 net.cpp:675] [Forward] Layer conv4_4/dwise, param blob 0 data: 0.382082
I0428 10:34:10.486824 2335 net.cpp:663] [Forward] Layer conv4_4/dwise/bn, top blob conv4_4/dwise/bn data: nan
I0428 10:34:10.486857 2335 net.cpp:675] [Forward] Layer conv4_4/dwise/bn, param blob 0 data: 0
I0428 10:34:10.486889 2335 net.cpp:675] [Forward] Layer conv4_4/dwise/bn, param blob 1 data: 0
I0428 10:34:10.486913 2335 net.cpp:675] [Forward] Layer conv4_4/dwise/bn, param blob 2 data: 0
I0428 10:34:10.487726 2335 net.cpp:663] [Forward] Layer conv4_4/dwise/scale, top blob conv4_4/dwise/bn data: nan
I0428 10:34:10.487756 2335 net.cpp:675] [Forward] Layer conv4_4/dwise/scale, param blob 0 data: 1
I0428 10:34:10.487789 2335 net.cpp:675] [Forward] Layer conv4_4/dwise/scale, param blob 1 data: 0
I0428 10:34:10.487874 2335 net.cpp:663] [Forward] Layer relu4_4/dwise, top blob conv4_4/dwise/bn data: nan
I0428 10:34:10.488057 2335 net.cpp:663] [Forward] Layer conv4_4/linear, top blob conv4_4/linear data: inf
I0428 10:34:10.488091 2335 net.cpp:675] [Forward] Layer conv4_4/linear, param blob 0 data: 0.0576639
I0428 10:34:10.495719 2335 net.cpp:663] [Forward] Layer conv4_4/linear/bn, top blob conv4_4/linear/bn data: nan
I0428 10:34:10.495749 2335 net.cpp:675] [Forward] Layer conv4_4/linear/bn, param blob 0 data: 0
I0428 10:34:10.495774 2335 net.cpp:675] [Forward] Layer conv4_4/linear/bn, param blob 1 data: 0
I0428 10:34:10.495796 2335 net.cpp:675] [Forward] Layer conv4_4/linear/bn, param blob 2 data: 0
I0428 10:34:10.495985 2335 net.cpp:663] [Forward] Layer conv4_4/linear/scale, top blob conv4_4/linear/bn data: nan
I0428 10:34:10.496011 2335 net.cpp:675] [Forward] Layer conv4_4/linear/scale, param blob 0 data: 1
I0428 10:34:10.496034 2335 net.cpp:675] [Forward] Layer conv4_4/linear/scale, param blob 1 data: 0
I0428 10:34:10.496124 2335 net.cpp:663] [Forward] Layer block_4_4, top blob block_4_4 data: nan
I0428 10:34:10.496160 2335 net.cpp:663] [Forward] Layer block_4_4_block_4_4_0_split, top blob block_4_4_block_4_4_0_split_0 data: nan
I0428 10:34:10.496192 2335 net.cpp:663] [Forward] Layer block_4_4_block_4_4_0_split, top blob block_4_4_block_4_4_0_split_1 data: nan
I0428 10:34:10.496829 2335 net.cpp:663] [Forward] Layer conv4_5/expand, top blob conv4_5/expand data: inf
I0428 10:34:10.496860 2335 net.cpp:675] [Forward] Layer conv4_5/expand, param blob 0 data: 0.139495
I0428 10:34:10.498044 2335 net.cpp:663] [Forward] Layer conv4_5/expand/bn, top blob conv4_5/expand/bn data: nan
I0428 10:34:10.498075 2335 net.cpp:675] [Forward] Layer conv4_5/expand/bn, param blob 0 data: 0
I0428 10:34:10.498109 2335 net.cpp:675] [Forward] Layer conv4_5/expand/bn, param blob 1 data: 0
I0428 10:34:10.498132 2335 net.cpp:675] [Forward] Layer conv4_5/expand/bn, param blob 2 data: 0
I0428 10:34:10.498740 2335 net.cpp:663] [Forward] Layer conv4_5/expand/scale, top blob conv4_5/expand/bn data: nan
I0428 10:34:10.498772 2335 net.cpp:675] [Forward] Layer conv4_5/expand/scale, param blob 0 data: 1
I0428 10:34:10.498805 2335 net.cpp:675] [Forward] Layer conv4_5/expand/scale, param blob 1 data: 0
I0428 10:34:10.498885 2335 net.cpp:663] [Forward] Layer relu4_5/expand, top blob conv4_5/expand/bn data: nan
I0428 10:34:10.505369 2335 net.cpp:663] [Forward] Layer conv4_5/dwise, top blob conv4_5/dwise data: nan
I0428 10:34:10.505403 2335 net.cpp:675] [Forward] Layer conv4_5/dwise, param blob 0 data: 0.38507
I0428 10:34:10.508589 2335 net.cpp:663] [Forward] Layer conv4_5/dwise/bn, top blob conv4_5/dwise/bn data: nan
I0428 10:34:10.508621 2335 net.cpp:675] [Forward] Layer conv4_5/dwise/bn, param blob 0 data: 0
I0428 10:34:10.508646 2335 net.cpp:675] [Forward] Layer conv4_5/dwise/bn, param blob 1 data: 0
I0428 10:34:10.508671 2335 net.cpp:675] [Forward] Layer conv4_5/dwise/bn, param blob 2 data: 0
I0428 10:34:10.509258 2335 net.cpp:663] [Forward] Layer conv4_5/dwise/scale, top blob conv4_5/dwise/bn data: nan
I0428 10:34:10.509289 2335 net.cpp:675] [Forward] Layer conv4_5/dwise/scale, param blob 0 data: 1
I0428 10:34:10.509321 2335 net.cpp:675] [Forward] Layer conv4_5/dwise/scale, param blob 1 data: 0
I0428 10:34:10.509403 2335 net.cpp:663] [Forward] Layer relu4_5/dwise, top blob conv4_5/dwise/bn data: nan
I0428 10:34:10.509600 2335 net.cpp:663] [Forward] Layer conv4_5/linear, top blob conv4_5/linear data: inf
I0428 10:34:10.509629 2335 net.cpp:675] [Forward] Layer conv4_5/linear, param blob 0 data: 0.0573757
I0428 10:34:10.510188 2335 net.cpp:663] [Forward] Layer conv4_5/linear/bn, top blob conv4_5/linear/bn data: nan
I0428 10:34:10.510218 2335 net.cpp:675] [Forward] Layer conv4_5/linear/bn, param blob 0 data: 0
I0428 10:34:10.510242 2335 net.cpp:675] [Forward] Layer conv4_5/linear/bn, param blob 1 data: 0
I0428 10:34:10.510265 2335 net.cpp:675] [Forward] Layer conv4_5/linear/bn, param blob 2 data: 0
I0428 10:34:10.510490 2335 net.cpp:663] [Forward] Layer conv4_5/linear/scale, top blob conv4_5/linear/bn data: nan
I0428 10:34:10.510516 2335 net.cpp:675] [Forward] Layer conv4_5/linear/scale, param blob 0 data: 1
I0428 10:34:10.510540 2335 net.cpp:675] [Forward] Layer conv4_5/linear/scale, param blob 1 data: 0
I0428 10:34:10.510627 2335 net.cpp:663] [Forward] Layer block_4_5, top blob block_4_5 data: nan
I0428 10:34:10.510663 2335 net.cpp:663] [Forward] Layer block_4_5_block_4_5_0_split, top blob block_4_5_block_4_5_0_split_0 data: nan
I0428 10:34:10.510694 2335 net.cpp:663] [Forward] Layer block_4_5_block_4_5_0_split, top blob block_4_5_block_4_5_0_split_1 data: nan
I0428 10:34:10.511363 2335 net.cpp:663] [Forward] Layer conv4_6/expand, top blob conv4_6/expand data: inf
I0428 10:34:10.511394 2335 net.cpp:675] [Forward] Layer conv4_6/expand, param blob 0 data: 0.141363
I0428 10:34:10.520517 2335 net.cpp:663] [Forward] Layer conv4_6/expand/bn, top blob conv4_6/expand/bn data: nan
I0428 10:34:10.520550 2335 net.cpp:675] [Forward] Layer conv4_6/expand/bn, param blob 0 data: 0
I0428 10:34:10.520576 2335 net.cpp:675] [Forward] Layer conv4_6/expand/bn, param blob 1 data: 0
I0428 10:34:10.520599 2335 net.cpp:675] [Forward] Layer conv4_6/expand/bn, param blob 2 data: 0
I0428 10:34:10.521116 2335 net.cpp:663] [Forward] Layer conv4_6/expand/scale, top blob conv4_6/expand/bn data: nan
I0428 10:34:10.521159 2335 net.cpp:675] [Forward] Layer conv4_6/expand/scale, param blob 0 data: 1
I0428 10:34:10.521193 2335 net.cpp:675] [Forward] Layer conv4_6/expand/scale, param blob 1 data: 0
I0428 10:34:10.521296 2335 net.cpp:663] [Forward] Layer relu4_6/expand, top blob conv4_6/expand/bn data: nan
I0428 10:34:10.529995 2335 net.cpp:663] [Forward] Layer conv4_6/dwise, top blob conv4_6/dwise data: nan
I0428 10:34:10.530041 2335 net.cpp:675] [Forward] Layer conv4_6/dwise, param blob 0 data: 0.366422
I0428 10:34:10.536172 2335 net.cpp:663] [Forward] Layer conv4_6/dwise/bn, top blob conv4_6/dwise/bn data: nan
I0428 10:34:10.536206 2335 net.cpp:675] [Forward] Layer conv4_6/dwise/bn, param blob 0 data: 0
I0428 10:34:10.536232 2335 net.cpp:675] [Forward] Layer conv4_6/dwise/bn, param blob 1 data: 0
I0428 10:34:10.536257 2335 net.cpp:675] [Forward] Layer conv4_6/dwise/bn, param blob 2 data: 0
I0428 10:34:10.536743 2335 net.cpp:663] [Forward] Layer conv4_6/dwise/scale, top blob conv4_6/dwise/bn data: nan
I0428 10:34:10.536774 2335 net.cpp:675] [Forward] Layer conv4_6/dwise/scale, param blob 0 data: 1
I0428 10:34:10.536808 2335 net.cpp:675] [Forward] Layer conv4_6/dwise/scale, param blob 1 data: 0
I0428 10:34:10.536891 2335 net.cpp:663] [Forward] Layer relu4_6/dwise, top blob conv4_6/dwise/bn data: nan
I0428 10:34:10.537077 2335 net.cpp:663] [Forward] Layer conv4_6/linear, top blob conv4_6/linear data: inf
I0428 10:34:10.537106 2335 net.cpp:675] [Forward] Layer conv4_6/linear, param blob 0 data: 0.0576454
I0428 10:34:10.537499 2335 net.cpp:663] [Forward] Layer conv4_6/linear/bn, top blob conv4_6/linear/bn data: nan
I0428 10:34:10.537531 2335 net.cpp:675] [Forward] Layer conv4_6/linear/bn, param blob 0 data: 0
I0428 10:34:10.537555 2335 net.cpp:675] [Forward] Layer conv4_6/linear/bn, param blob 1 data: 0
I0428 10:34:10.537585 2335 net.cpp:675] [Forward] Layer conv4_6/linear/bn, param blob 2 data: 0
I0428 10:34:10.537670 2335 net.cpp:663] [Forward] Layer conv4_6/linear/scale, top blob conv4_6/linear/bn data: nan
I0428 10:34:10.537696 2335 net.cpp:675] [Forward] Layer conv4_6/linear/scale, param blob 0 data: 1
I0428 10:34:10.537720 2335 net.cpp:675] [Forward] Layer conv4_6/linear/scale, param blob 1 data: 0
I0428 10:34:10.537799 2335 net.cpp:663] [Forward] Layer block_4_6, top blob block_4_6 data: nan
I0428 10:34:10.538493 2335 net.cpp:663] [Forward] Layer conv4_7/expand, top blob conv4_7/expand data: inf
I0428 10:34:10.538532 2335 net.cpp:675] [Forward] Layer conv4_7/expand, param blob 0 data: 0.141969
I0428 10:34:10.545635 2335 net.cpp:663] [Forward] Layer conv4_7/expand/bn, top blob conv4_7/expand/bn data: nan
I0428 10:34:10.545682 2335 net.cpp:675] [Forward] Layer conv4_7/expand/bn, param blob 0 data: 0
I0428 10:34:10.545716 2335 net.cpp:675] [Forward] Layer conv4_7/expand/bn, param blob 1 data: 0
I0428 10:34:10.545738 2335 net.cpp:675] [Forward] Layer conv4_7/expand/bn, param blob 2 data: 0
I0428 10:34:10.546231 2335 net.cpp:663] [Forward] Layer conv4_7/expand/scale, top blob conv4_7/expand/bn data: nan
I0428 10:34:10.546277 2335 net.cpp:675] [Forward] Layer conv4_7/expand/scale, param blob 0 data: 1
I0428 10:34:10.546301 2335 net.cpp:675] [Forward] Layer conv4_7/expand/scale, param blob 1 data: 0
I0428 10:34:10.546382 2335 net.cpp:663] [Forward] Layer relu4_7/expand, top blob conv4_7/expand/bn data: nan
I0428 10:34:10.552106 2335 net.cpp:663] [Forward] Layer conv4_7/dwise, top blob conv4_7/dwise data: nan
I0428 10:34:10.552163 2335 net.cpp:675] [Forward] Layer conv4_7/dwise, param blob 0 data: 0.37668
I0428 10:34:10.553658 2335 net.cpp:663] [Forward] Layer conv4_7/dwise/bn, top blob conv4_7/dwise/bn data: nan
I0428 10:34:10.553704 2335 net.cpp:675] [Forward] Layer conv4_7/dwise/bn, param blob 0 data: 0
I0428 10:34:10.553737 2335 net.cpp:675] [Forward] Layer conv4_7/dwise/bn, param blob 1 data: 0
I0428 10:34:10.553768 2335 net.cpp:675] [Forward] Layer conv4_7/dwise/bn, param blob 2 data: 0
I0428 10:34:10.554273 2335 net.cpp:663] [Forward] Layer conv4_7/dwise/scale, top blob conv4_7/dwise/bn data: nan
I0428 10:34:10.554313 2335 net.cpp:675] [Forward] Layer conv4_7/dwise/scale, param blob 0 data: 1
I0428 10:34:10.554347 2335 net.cpp:675] [Forward] Layer conv4_7/dwise/scale, param blob 1 data: 0
I0428 10:34:10.554391 2335 net.cpp:663] [Forward] Layer relu4_7/dwise, top blob conv4_7/dwise/bn data: nan
I0428 10:34:10.554834 2335 net.cpp:663] [Forward] Layer conv4_7/linear, top blob conv4_7/linear data: inf
I0428 10:34:10.554874 2335 net.cpp:675] [Forward] Layer conv4_7/linear, param blob 0 data: 0.0577305
I0428 10:34:10.562894 2335 net.cpp:663] [Forward] Layer conv4_7/linear/bn, top blob conv4_7/linear/bn data: nan
I0428 10:34:10.562980 2335 net.cpp:675] [Forward] Layer conv4_7/linear/bn, param blob 0 data: 0
I0428 10:34:10.563025 2335 net.cpp:675] [Forward] Layer conv4_7/linear/bn, param blob 1 data: 0
I0428 10:34:10.563066 2335 net.cpp:675] [Forward] Layer conv4_7/linear/bn, param blob 2 data: 0
I0428 10:34:10.563189 2335 net.cpp:663] [Forward] Layer conv4_7/linear/scale, top blob conv4_7/linear/bn data: nan
I0428 10:34:10.563235 2335 net.cpp:675] [Forward] Layer conv4_7/linear/scale, param blob 0 data: 1
I0428 10:34:10.563274 2335 net.cpp:675] [Forward] Layer conv4_7/linear/scale, param blob 1 data: 0
I0428 10:34:10.563320 2335 net.cpp:663] [Forward] Layer conv4_7/linear/bn_conv4_7/linear/scale_0_split, top blob conv4_7/linear/bn_conv4_7/linear/scale_0_split_0 data: nan
I0428 10:34:10.563359 2335 net.cpp:663] [Forward] Layer conv4_7/linear/bn_conv4_7/linear/scale_0_split, top blob conv4_7/linear/bn_conv4_7/linear/scale_0_split_1 data: nan
I0428 10:34:10.564239 2335 net.cpp:663] [Forward] Layer conv5_1/expand, top blob conv5_1/expand data: inf
I0428 10:34:10.564335 2335 net.cpp:675] [Forward] Layer conv5_1/expand, param blob 0 data: 0.115161
I0428 10:34:10.570623 2335 net.cpp:663] [Forward] Layer conv5_1/expand/bn, top blob conv5_1/expand/bn data: nan
I0428 10:34:10.570663 2335 net.cpp:675] [Forward] Layer conv5_1/expand/bn, param blob 0 data: 0
I0428 10:34:10.570691 2335 net.cpp:675] [Forward] Layer conv5_1/expand/bn, param blob 1 data: 0
I0428 10:34:10.570715 2335 net.cpp:675] [Forward] Layer conv5_1/expand/bn, param blob 2 data: 0
I0428 10:34:10.571163 2335 net.cpp:663] [Forward] Layer conv5_1/expand/scale, top blob conv5_1/expand/bn data: nan
I0428 10:34:10.571195 2335 net.cpp:675] [Forward] Layer conv5_1/expand/scale, param blob 0 data: 1
I0428 10:34:10.571221 2335 net.cpp:675] [Forward] Layer conv5_1/expand/scale, param blob 1 data: 0
I0428 10:34:10.571264 2335 net.cpp:663] [Forward] Layer relu5_1/expand, top blob conv5_1/expand/bn data: nan
I0428 10:34:10.579309 2335 net.cpp:663] [Forward] Layer conv5_1/dwise, top blob conv5_1/dwise data: nan
I0428 10:34:10.579345 2335 net.cpp:675] [Forward] Layer conv5_1/dwise, param blob 0 data: 0.374357
I0428 10:34:10.585405 2335 net.cpp:663] [Forward] Layer conv5_1/dwise/bn, top blob conv5_1/dwise/bn data: nan
I0428 10:34:10.585439 2335 net.cpp:675] [Forward] Layer conv5_1/dwise/bn, param blob 0 data: 0
I0428 10:34:10.585472 2335 net.cpp:675] [Forward] Layer conv5_1/dwise/bn, param blob 1 data: 0
I0428 10:34:10.585495 2335 net.cpp:675] [Forward] Layer conv5_1/dwise/bn, param blob 2 data: 0
I0428 10:34:10.586642 2335 net.cpp:663] [Forward] Layer conv5_1/dwise/scale, top blob conv5_1/dwise/bn data: nan
I0428 10:34:10.586673 2335 net.cpp:675] [Forward] Layer conv5_1/dwise/scale, param blob 0 data: 1
I0428 10:34:10.586706 2335 net.cpp:675] [Forward] Layer conv5_1/dwise/scale, param blob 1 data: 0
I0428 10:34:10.586746 2335 net.cpp:663] [Forward] Layer relu5_1/dwise, top blob conv5_1/dwise/bn data: nan
I0428 10:34:10.586911 2335 net.cpp:663] [Forward] Layer conv5_1/linear, top blob conv5_1/linear data: inf
I0428 10:34:10.586941 2335 net.cpp:675] [Forward] Layer conv5_1/linear, param blob 0 data: 0.0469557
I0428 10:34:10.593348 2335 net.cpp:663] [Forward] Layer conv5_1/linear/bn, top blob conv5_1/linear/bn data: nan
I0428 10:34:10.593377 2335 net.cpp:675] [Forward] Layer conv5_1/linear/bn, param blob 0 data: 0
I0428 10:34:10.593402 2335 net.cpp:675] [Forward] Layer conv5_1/linear/bn, param blob 1 data: 0
I0428 10:34:10.593425 2335 net.cpp:675] [Forward] Layer conv5_1/linear/bn, param blob 2 data: 0
I0428 10:34:10.595229 2335 net.cpp:663] [Forward] Layer conv5_1/linear/scale, top blob conv5_1/linear/bn data: nan
I0428 10:34:10.595258 2335 net.cpp:675] [Forward] Layer conv5_1/linear/scale, param blob 0 data: 1
I0428 10:34:10.595283 2335 net.cpp:675] [Forward] Layer conv5_1/linear/scale, param blob 1 data: 0
I0428 10:34:10.595342 2335 net.cpp:663] [Forward] Layer block_5_1, top blob block_5_1 data: nan
I0428 10:34:10.595372 2335 net.cpp:663] [Forward] Layer block_5_1_block_5_1_0_split, top blob block_5_1_block_5_1_0_split_0 data: nan
I0428 10:34:10.595403 2335 net.cpp:663] [Forward] Layer block_5_1_block_5_1_0_split, top blob block_5_1_block_5_1_0_split_1 data: nan
I0428 10:34:10.595990 2335 net.cpp:663] [Forward] Layer conv5_2/expand, top blob conv5_2/expand data: inf
I0428 10:34:10.596030 2335 net.cpp:675] [Forward] Layer conv5_2/expand, param blob 0 data: 0.114816
I0428 10:34:10.602658 2335 net.cpp:663] [Forward] Layer conv5_2/expand/bn, top blob conv5_2/expand/bn data: nan
I0428 10:34:10.602691 2335 net.cpp:675] [Forward] Layer conv5_2/expand/bn, param blob 0 data: 0
I0428 10:34:10.602718 2335 net.cpp:675] [Forward] Layer conv5_2/expand/bn, param blob 1 data: 0
I0428 10:34:10.602741 2335 net.cpp:675] [Forward] Layer conv5_2/expand/bn, param blob 2 data: 0
I0428 10:34:10.603169 2335 net.cpp:663] [Forward] Layer conv5_2/expand/scale, top blob conv5_2/expand/bn data: nan
I0428 10:34:10.603212 2335 net.cpp:675] [Forward] Layer conv5_2/expand/scale, param blob 0 data: 1
I0428 10:34:10.603246 2335 net.cpp:675] [Forward] Layer conv5_2/expand/scale, param blob 1 data: 0
I0428 10:34:10.603286 2335 net.cpp:663] [Forward] Layer relu5_2/expand, top blob conv5_2/expand/bn data: nan
I0428 10:34:10.611304 2335 net.cpp:663] [Forward] Layer conv5_2/dwise, top blob conv5_2/dwise data: nan
I0428 10:34:10.611338 2335 net.cpp:675] [Forward] Layer conv5_2/dwise, param blob 0 data: 0.380491
I0428 10:34:10.615332 2335 net.cpp:663] [Forward] Layer conv5_2/dwise/bn, top blob conv5_2/dwise/bn data: nan
I0428 10:34:10.615366 2335 net.cpp:675] [Forward] Layer conv5_2/dwise/bn, param blob 0 data: 0
I0428 10:34:10.615398 2335 net.cpp:675] [Forward] Layer conv5_2/dwise/bn, param blob 1 data: 0
I0428 10:34:10.615422 2335 net.cpp:675] [Forward] Layer conv5_2/dwise/bn, param blob 2 data: 0
I0428 10:34:10.615849 2335 net.cpp:663] [Forward] Layer conv5_2/dwise/scale, top blob conv5_2/dwise/bn data: nan
I0428 10:34:10.615880 2335 net.cpp:675] [Forward] Layer conv5_2/dwise/scale, param blob 0 data: 1
I0428 10:34:10.615911 2335 net.cpp:675] [Forward] Layer conv5_2/dwise/scale, param blob 1 data: 0
I0428 10:34:10.615950 2335 net.cpp:663] [Forward] Layer relu5_2/dwise, top blob conv5_2/dwise/bn data: nan
I0428 10:34:10.616812 2335 net.cpp:663] [Forward] Layer conv5_2/linear, top blob conv5_2/linear data: inf
I0428 10:34:10.616848 2335 net.cpp:675] [Forward] Layer conv5_2/linear, param blob 0 data: 0.0471873
I0428 10:34:10.629446 2335 net.cpp:663] [Forward] Layer conv5_2/linear/bn, top blob conv5_2/linear/bn data: nan
I0428 10:34:10.629478 2335 net.cpp:675] [Forward] Layer conv5_2/linear/bn, param blob 0 data: 0
I0428 10:34:10.629503 2335 net.cpp:675] [Forward] Layer conv5_2/linear/bn, param blob 1 data: 0
I0428 10:34:10.629537 2335 net.cpp:675] [Forward] Layer conv5_2/linear/bn, param blob 2 data: 0
I0428 10:34:10.629618 2335 net.cpp:663] [Forward] Layer conv5_2/linear/scale, top blob conv5_2/linear/bn data: nan
I0428 10:34:10.629644 2335 net.cpp:675] [Forward] Layer conv5_2/linear/scale, param blob 0 data: 1
I0428 10:34:10.629668 2335 net.cpp:675] [Forward] Layer conv5_2/linear/scale, param blob 1 data: 0
I0428 10:34:10.629742 2335 net.cpp:663] [Forward] Layer block_5_2, top blob block_5_2 data: nan
I0428 10:34:10.630211 2335 net.cpp:663] [Forward] Layer conv5_3/expand, top blob conv5_3/expand data: inf
I0428 10:34:10.630254 2335 net.cpp:675] [Forward] Layer conv5_3/expand, param blob 0 data: 0.115595
I0428 10:34:10.631534 2335 net.cpp:663] [Forward] Layer conv5_3/expand/bn, top blob conv5_3/expand/bn data: nan
I0428 10:34:10.631568 2335 net.cpp:675] [Forward] Layer conv5_3/expand/bn, param blob 0 data: 0
I0428 10:34:10.631593 2335 net.cpp:675] [Forward] Layer conv5_3/expand/bn, param blob 1 data: 0
I0428 10:34:10.631618 2335 net.cpp:675] [Forward] Layer conv5_3/expand/bn, param blob 2 data: 0
I0428 10:34:10.632117 2335 net.cpp:663] [Forward] Layer conv5_3/expand/scale, top blob conv5_3/expand/bn data: nan
I0428 10:34:10.632149 2335 net.cpp:675] [Forward] Layer conv5_3/expand/scale, param blob 0 data: 1
I0428 10:34:10.632182 2335 net.cpp:675] [Forward] Layer conv5_3/expand/scale, param blob 1 data: 0
I0428 10:34:10.632222 2335 net.cpp:663] [Forward] Layer relu5_3/expand, top blob conv5_3/expand/bn data: nan
I0428 10:34:10.639477 2335 net.cpp:663] [Forward] Layer conv5_3/dwise, top blob conv5_3/dwise data: nan
I0428 10:34:10.639513 2335 net.cpp:675] [Forward] Layer conv5_3/dwise, param blob 0 data: 0.373349
I0428 10:34:10.649246 2335 net.cpp:663] [Forward] Layer conv5_3/dwise/bn, top blob conv5_3/dwise/bn data: nan
I0428 10:34:10.649276 2335 net.cpp:675] [Forward] Layer conv5_3/dwise/bn, param blob 0 data: 0
I0428 10:34:10.649307 2335 net.cpp:675] [Forward] Layer conv5_3/dwise/bn, param blob 1 data: 0
I0428 10:34:10.649332 2335 net.cpp:675] [Forward] Layer conv5_3/dwise/bn, param blob 2 data: 0
I0428 10:34:10.649683 2335 net.cpp:663] [Forward] Layer conv5_3/dwise/scale, top blob conv5_3/dwise/bn data: nan
I0428 10:34:10.649718 2335 net.cpp:675] [Forward] Layer conv5_3/dwise/scale, param blob 0 data: 1
I0428 10:34:10.649749 2335 net.cpp:675] [Forward] Layer conv5_3/dwise/scale, param blob 1 data: 0
I0428 10:34:10.649787 2335 net.cpp:663] [Forward] Layer relu5_3/dwise, top blob conv5_3/dwise/bn data: nan
I0428 10:34:10.649983 2335 net.cpp:663] [Forward] Layer conv5_3/linear, top blob conv5_3/linear data: inf
I0428 10:34:10.650013 2335 net.cpp:675] [Forward] Layer conv5_3/linear, param blob 0 data: 0.0471594
I0428 10:34:10.657047 2335 net.cpp:663] [Forward] Layer conv5_3/linear/bn, top blob conv5_3/linear/bn data: nan
I0428 10:34:10.657076 2335 net.cpp:675] [Forward] Layer conv5_3/linear/bn, param blob 0 data: 0
I0428 10:34:10.657100 2335 net.cpp:675] [Forward] Layer conv5_3/linear/bn, param blob 1 data: 0
I0428 10:34:10.657122 2335 net.cpp:675] [Forward] Layer conv5_3/linear/bn, param blob 2 data: 0
I0428 10:34:10.657210 2335 net.cpp:663] [Forward] Layer conv5_3/linear/scale, top blob conv5_3/linear/bn data: nan
I0428 10:34:10.657239 2335 net.cpp:675] [Forward] Layer conv5_3/linear/scale, param blob 0 data: 1
I0428 10:34:10.657264 2335 net.cpp:675] [Forward] Layer conv5_3/linear/scale, param blob 1 data: 0
I0428 10:34:10.657299 2335 net.cpp:663] [Forward] Layer conv5_3/linear/bn_conv5_3/linear/scale_0_split, top blob conv5_3/linear/bn_conv5_3/linear/scale_0_split_0 data: nan
I0428 10:34:10.657330 2335 net.cpp:663] [Forward] Layer conv5_3/linear/bn_conv5_3/linear/scale_0_split, top blob conv5_3/linear/bn_conv5_3/linear/scale_0_split_1 data: nan
I0428 10:34:10.657577 2335 net.cpp:663] [Forward] Layer conv6_1/expand, top blob conv6_1/expand data: inf
I0428 10:34:10.657636 2335 net.cpp:675] [Forward] Layer conv6_1/expand, param blob 0 data: 0.0892029
I0428 10:34:10.658010 2335 net.cpp:663] [Forward] Layer conv6_1/expand/bn, top blob conv6_1/expand/bn data: nan
I0428 10:34:10.658041 2335 net.cpp:675] [Forward] Layer conv6_1/expand/bn, param blob 0 data: 0
I0428 10:34:10.658072 2335 net.cpp:675] [Forward] Layer conv6_1/expand/bn, param blob 1 data: 0
I0428 10:34:10.658097 2335 net.cpp:675] [Forward] Layer conv6_1/expand/bn, param blob 2 data: 0
I0428 10:34:10.658187 2335 net.cpp:663] [Forward] Layer conv6_1/expand/scale, top blob conv6_1/expand/bn data: nan
I0428 10:34:10.658228 2335 net.cpp:675] [Forward] Layer conv6_1/expand/scale, param blob 0 data: 1
I0428 10:34:10.658255 2335 net.cpp:675] [Forward] Layer conv6_1/expand/scale, param blob 1 data: 0
I0428 10:34:10.658295 2335 net.cpp:663] [Forward] Layer relu6_1/expand, top blob conv6_1/expand/bn data: nan
I0428 10:34:10.669777 2335 net.cpp:663] [Forward] Layer conv6_1/dwise, top blob conv6_1/dwise data: nan
I0428 10:34:10.669824 2335 net.cpp:675] [Forward] Layer conv6_1/dwise, param blob 0 data: 0.373701
I0428 10:34:10.670450 2335 net.cpp:663] [Forward] Layer conv6_1/dwise/bn, top blob conv6_1/dwise/bn data: nan
I0428 10:34:10.670490 2335 net.cpp:675] [Forward] Layer conv6_1/dwise/bn, param blob 0 data: 0
I0428 10:34:10.670521 2335 net.cpp:675] [Forward] Layer conv6_1/dwise/bn, param blob 1 data: 0
I0428 10:34:10.670552 2335 net.cpp:675] [Forward] Layer conv6_1/dwise/bn, param blob 2 data: 0
I0428 10:34:10.670677 2335 net.cpp:663] [Forward] Layer conv6_1/dwise/scale, top blob conv6_1/dwise/bn data: nan
I0428 10:34:10.670713 2335 net.cpp:675] [Forward] Layer conv6_1/dwise/scale, param blob 0 data: 1
I0428 10:34:10.670744 2335 net.cpp:675] [Forward] Layer conv6_1/dwise/scale, param blob 1 data: 0
I0428 10:34:10.670786 2335 net.cpp:663] [Forward] Layer relu6_1/dwise, top blob conv6_1/dwise/bn data: nan
I0428 10:34:10.671119 2335 net.cpp:663] [Forward] Layer conv6_1/linear, top blob conv6_1/linear data: inf
I0428 10:34:10.671177 2335 net.cpp:675] [Forward] Layer conv6_1/linear, param blob 0 data: 0.0364152
I0428 10:34:10.671711 2335 net.cpp:663] [Forward] Layer conv6_1/linear/bn, top blob conv6_1/linear/bn data: nan
I0428 10:34:10.671749 2335 net.cpp:675] [Forward] Layer conv6_1/linear/bn, param blob 0 data: 0
I0428 10:34:10.671782 2335 net.cpp:675] [Forward] Layer conv6_1/linear/bn, param blob 1 data: 0
I0428 10:34:10.671813 2335 net.cpp:675] [Forward] Layer conv6_1/linear/bn, param blob 2 data: 0
I0428 10:34:10.671950 2335 net.cpp:663] [Forward] Layer conv6_1/linear/scale, top blob conv6_1/linear/bn data: nan
I0428 10:34:10.671985 2335 net.cpp:675] [Forward] Layer conv6_1/linear/scale, param blob 0 data: 1
I0428 10:34:10.672017 2335 net.cpp:675] [Forward] Layer conv6_1/linear/scale, param blob 1 data: 0
I0428 10:34:10.673496 2335 net.cpp:663] [Forward] Layer block_6_1, top blob block_6_1 data: nan
I0428 10:34:10.673534 2335 net.cpp:663] [Forward] Layer block_6_1_block_6_1_0_split, top blob block_6_1_block_6_1_0_split_0 data: nan
I0428 10:34:10.673565 2335 net.cpp:663] [Forward] Layer block_6_1_block_6_1_0_split, top blob block_6_1_block_6_1_0_split_1 data: nan
I0428 10:34:10.673707 2335 net.cpp:663] [Forward] Layer conv6_2/expand, top blob conv6_2/expand data: inf
I0428 10:34:10.673759 2335 net.cpp:675] [Forward] Layer conv6_2/expand, param blob 0 data: 0.0890245
I0428 10:34:10.674438 2335 net.cpp:663] [Forward] Layer conv6_2/expand/bn, top blob conv6_2/expand/bn data: nan
I0428 10:34:10.674479 2335 net.cpp:675] [Forward] Layer conv6_2/expand/bn, param blob 0 data: 0
I0428 10:34:10.674510 2335 net.cpp:675] [Forward] Layer conv6_2/expand/bn, param blob 1 data: 0
I0428 10:34:10.674541 2335 net.cpp:675] [Forward] Layer conv6_2/expand/bn, param blob 2 data: 0
I0428 10:34:10.674623 2335 net.cpp:663] [Forward] Layer conv6_2/expand/scale, top blob conv6_2/expand/bn data: nan
I0428 10:34:10.674655 2335 net.cpp:675] [Forward] Layer conv6_2/expand/scale, param blob 0 data: 1
I0428 10:34:10.674685 2335 net.cpp:675] [Forward] Layer conv6_2/expand/scale, param blob 1 data: 0
I0428 10:34:10.674727 2335 net.cpp:663] [Forward] Layer relu6_2/expand, top blob conv6_2/expand/bn data: nan
I0428 10:34:10.687345 2335 net.cpp:663] [Forward] Layer conv6_2/dwise, top blob conv6_2/dwise data: nan
I0428 10:34:10.687377 2335 net.cpp:675] [Forward] Layer conv6_2/dwise, param blob 0 data: 0.37983
I0428 10:34:10.690104 2335 net.cpp:663] [Forward] Layer conv6_2/dwise/bn, top blob conv6_2/dwise/bn data: nan
I0428 10:34:10.690157 2335 net.cpp:675] [Forward] Layer conv6_2/dwise/bn, param blob 0 data: 0
I0428 10:34:10.690191 2335 net.cpp:675] [Forward] Layer conv6_2/dwise/bn, param blob 1 data: 0
I0428 10:34:10.690220 2335 net.cpp:675] [Forward] Layer conv6_2/dwise/bn, param blob 2 data: 0
I0428 10:34:10.690300 2335 net.cpp:663] [Forward] Layer conv6_2/dwise/scale, top blob conv6_2/dwise/bn data: nan
I0428 10:34:10.690333 2335 net.cpp:675] [Forward] Layer conv6_2/dwise/scale, param blob 0 data: 1
I0428 10:34:10.690368 2335 net.cpp:675] [Forward] Layer conv6_2/dwise/scale, param blob 1 data: 0
I0428 10:34:10.690413 2335 net.cpp:663] [Forward] Layer relu6_2/dwise, top blob conv6_2/dwise/bn data: nan
I0428 10:34:10.690670 2335 net.cpp:663] [Forward] Layer conv6_2/linear, top blob conv6_2/linear data: inf
I0428 10:34:10.690719 2335 net.cpp:675] [Forward] Layer conv6_2/linear, param blob 0 data: 0.0362493
I0428 10:34:10.695591 2335 net.cpp:663] [Forward] Layer conv6_2/linear/bn, top blob conv6_2/linear/bn data: nan
I0428 10:34:10.695624 2335 net.cpp:675] [Forward] Layer conv6_2/linear/bn, param blob 0 data: 0
I0428 10:34:10.695657 2335 net.cpp:675] [Forward] Layer conv6_2/linear/bn, param blob 1 data: 0
I0428 10:34:10.695683 2335 net.cpp:675] [Forward] Layer conv6_2/linear/bn, param blob 2 data: 0
I0428 10:34:10.695789 2335 net.cpp:663] [Forward] Layer conv6_2/linear/scale, top blob conv6_2/linear/bn data: nan
I0428 10:34:10.695816 2335 net.cpp:675] [Forward] Layer conv6_2/linear/scale, param blob 0 data: 1
I0428 10:34:10.695840 2335 net.cpp:675] [Forward] Layer conv6_2/linear/scale, param blob 1 data: 0
I0428 10:34:10.696111 2335 net.cpp:663] [Forward] Layer block_6_2, top blob block_6_2 data: nan
I0428 10:34:10.696231 2335 net.cpp:663] [Forward] Layer conv6_3/expand, top blob conv6_3/expand data: inf
I0428 10:34:10.696280 2335 net.cpp:675] [Forward] Layer conv6_3/expand, param blob 0 data: 0.0893479
I0428 10:34:10.696641 2335 net.cpp:663] [Forward] Layer conv6_3/expand/bn, top blob conv6_3/expand/bn data: nan
I0428 10:34:10.696672 2335 net.cpp:675] [Forward] Layer conv6_3/expand/bn, param blob 0 data: 0
I0428 10:34:10.696703 2335 net.cpp:675] [Forward] Layer conv6_3/expand/bn, param blob 1 data: 0
I0428 10:34:10.696727 2335 net.cpp:675] [Forward] Layer conv6_3/expand/bn, param blob 2 data: 0
I0428 10:34:10.696794 2335 net.cpp:663] [Forward] Layer conv6_3/expand/scale, top blob conv6_3/expand/bn data: nan
I0428 10:34:10.696827 2335 net.cpp:675] [Forward] Layer conv6_3/expand/scale, param blob 0 data: 1
I0428 10:34:10.696859 2335 net.cpp:675] [Forward] Layer conv6_3/expand/scale, param blob 1 data: 0
I0428 10:34:10.696898 2335 net.cpp:663] [Forward] Layer relu6_3/expand, top blob conv6_3/expand/bn data: nan
I0428 10:34:10.708379 2335 net.cpp:663] [Forward] Layer conv6_3/dwise, top blob conv6_3/dwise data: nan
I0428 10:34:10.708413 2335 net.cpp:675] [Forward] Layer conv6_3/dwise, param blob 0 data: 0.373546
I0428 10:34:10.711217 2335 net.cpp:663] [Forward] Layer conv6_3/dwise/bn, top blob conv6_3/dwise/bn data: nan
I0428 10:34:10.711248 2335 net.cpp:675] [Forward] Layer conv6_3/dwise/bn, param blob 0 data: 0
I0428 10:34:10.711284 2335 net.cpp:675] [Forward] Layer conv6_3/dwise/bn, param blob 1 data: 0
I0428 10:34:10.711310 2335 net.cpp:675] [Forward] Layer conv6_3/dwise/bn, param blob 2 data: 0
I0428 10:34:10.711395 2335 net.cpp:663] [Forward] Layer conv6_3/dwise/scale, top blob conv6_3/dwise/bn data: nan
I0428 10:34:10.711422 2335 net.cpp:675] [Forward] Layer conv6_3/dwise/scale, param blob 0 data: 1
I0428 10:34:10.711454 2335 net.cpp:675] [Forward] Layer conv6_3/dwise/scale, param blob 1 data: 0
I0428 10:34:10.711493 2335 net.cpp:663] [Forward] Layer relu6_3/dwise, top blob conv6_3/dwise/bn data: nan
I0428 10:34:10.711874 2335 net.cpp:663] [Forward] Layer conv6_3/linear, top blob conv6_3/linear data: inf
I0428 10:34:10.711935 2335 net.cpp:675] [Forward] Layer conv6_3/linear, param blob 0 data: 0.0364191
I0428 10:34:10.712335 2335 net.cpp:663] [Forward] Layer conv6_3/linear/bn, top blob conv6_3/linear/bn data: nan
I0428 10:34:10.712366 2335 net.cpp:675] [Forward] Layer conv6_3/linear/bn, param blob 0 data: 0
I0428 10:34:10.712399 2335 net.cpp:675] [Forward] Layer conv6_3/linear/bn, param blob 1 data: 0
I0428 10:34:10.712422 2335 net.cpp:675] [Forward] Layer conv6_3/linear/bn, param blob 2 data: 0
I0428 10:34:10.712519 2335 net.cpp:663] [Forward] Layer conv6_3/linear/scale, top blob conv6_3/linear/bn data: nan
I0428 10:34:10.712546 2335 net.cpp:675] [Forward] Layer conv6_3/linear/scale, param blob 0 data: 1
I0428 10:34:10.712579 2335 net.cpp:675] [Forward] Layer conv6_3/linear/scale, param blob 1 data: 0
I0428 10:34:10.712746 2335 net.cpp:663] [Forward] Layer conv6_4, top blob conv6_4 data: inf
I0428 10:34:10.712795 2335 net.cpp:675] [Forward] Layer conv6_4, param blob 0 data: 0.0630619
I0428 10:34:10.715978 2335 net.cpp:663] [Forward] Layer conv6_4/bn, top blob conv6_4/bn data: nan
I0428 10:34:10.716017 2335 net.cpp:675] [Forward] Layer conv6_4/bn, param blob 0 data: 0
I0428 10:34:10.716040 2335 net.cpp:675] [Forward] Layer conv6_4/bn, param blob 1 data: 0
I0428 10:34:10.716061 2335 net.cpp:675] [Forward] Layer conv6_4/bn, param blob 2 data: 0
I0428 10:34:10.716161 2335 net.cpp:663] [Forward] Layer conv6_4/scale, top blob conv6_4/bn data: nan
I0428 10:34:10.716194 2335 net.cpp:675] [Forward] Layer conv6_4/scale, param blob 0 data: 1
I0428 10:34:10.716226 2335 net.cpp:675] [Forward] Layer conv6_4/scale, param blob 1 data: 0
I0428 10:34:10.716264 2335 net.cpp:663] [Forward] Layer relu6_4, top blob conv6_4/bn data: nan
I0428 10:34:10.717260 2335 net.cpp:663] [Forward] Layer pool6, top blob pool6 data: nan
I0428 10:34:10.717559 2335 net.cpp:663] [Forward] Layer fc7_self, top blob fc7_self data: nan
I0428 10:34:10.717588 2335 net.cpp:675] [Forward] Layer fc7_self, param blob 0 data: 0.0314069
I0428 10:34:10.717612 2335 net.cpp:675] [Forward] Layer fc7_self, param blob 1 data: 0
I0428 10:34:10.721272 2335 net.cpp:663] [Forward] Layer loss, top blob loss data: 87.3365
I0428 10:34:10.721321 2335 net.cpp:691] [Backward] Layer loss, bottom blob fc7_self diff: nan
I0428 10:34:10.721443 2335 net.cpp:691] [Backward] Layer fc7_self, bottom blob pool6 diff: nan
I0428 10:34:10.721477 2335 net.cpp:702] [Backward] Layer fc7_self, param blob 0 diff: nan
I0428 10:34:10.721501 2335 net.cpp:702] [Backward] Layer fc7_self, param blob 1 diff: nan
I0428 10:34:10.724390 2335 net.cpp:691] [Backward] Layer pool6, bottom blob conv6_4/bn diff: nan
I0428 10:34:10.724436 2335 net.cpp:691] [Backward] Layer relu6_4, bottom blob conv6_4/bn diff: 0
I0428 10:34:10.724771 2335 net.cpp:691] [Backward] Layer conv6_4/scale, bottom blob conv6_4/bn diff: 0
I0428 10:34:10.724799 2335 net.cpp:702] [Backward] Layer conv6_4/scale, param blob 0 diff: nan
I0428 10:34:10.724829 2335 net.cpp:702] [Backward] Layer conv6_4/scale, param blob 1 diff: 0
I0428 10:34:10.725461 2335 net.cpp:691] [Backward] Layer conv6_4/bn, bottom blob conv6_4 diff: 0
I0428 10:34:10.725829 2335 net.cpp:691] [Backward] Layer conv6_4, bottom blob conv6_3/linear/bn diff: 0
I0428 10:34:10.725878 2335 net.cpp:702] [Backward] Layer conv6_4, param blob 0 diff: nan
I0428 10:34:10.726416 2335 net.cpp:691] [Backward] Layer conv6_3/linear/scale, bottom blob conv6_3/linear/bn diff: 0
I0428 10:34:10.726452 2335 net.cpp:702] [Backward] Layer conv6_3/linear/scale, param blob 0 diff: nan
I0428 10:34:10.726482 2335 net.cpp:702] [Backward] Layer conv6_3/linear/scale, param blob 1 diff: 0
I0428 10:34:10.726590 2335 net.cpp:691] [Backward] Layer conv6_3/linear/bn, bottom blob conv6_3/linear diff: 0
I0428 10:34:10.726788 2335 net.cpp:691] [Backward] Layer conv6_3/linear, bottom blob conv6_3/dwise/bn diff: 0
I0428 10:34:10.726847 2335 net.cpp:702] [Backward] Layer conv6_3/linear, param blob 0 diff: nan
I0428 10:34:10.726889 2335 net.cpp:691] [Backward] Layer relu6_3/dwise, bottom blob conv6_3/dwise/bn diff: 0
I0428 10:34:10.727381 2335 net.cpp:691] [Backward] Layer conv6_3/dwise/scale, bottom blob conv6_3/dwise/bn diff: 0
I0428 10:34:10.727411 2335 net.cpp:702] [Backward] Layer conv6_3/dwise/scale, param blob 0 diff: nan
I0428 10:34:10.727440 2335 net.cpp:702] [Backward] Layer conv6_3/dwise/scale, param blob 1 diff: 0
I0428 10:34:10.730458 2335 net.cpp:691] [Backward] Layer conv6_3/dwise/bn, bottom blob conv6_3/dwise diff: 0
I0428 10:34:10.753124 2335 net.cpp:691] [Backward] Layer conv6_3/dwise, bottom blob conv6_3/expand/bn diff: 0
I0428 10:34:10.753154 2335 net.cpp:702] [Backward] Layer conv6_3/dwise, param blob 0 diff: nan
I0428 10:34:10.753191 2335 net.cpp:691] [Backward] Layer relu6_3/expand, bottom blob conv6_3/expand/bn diff: 0
I0428 10:34:10.757278 2335 net.cpp:691] [Backward] Layer conv6_3/expand/scale, bottom blob conv6_3/expand/bn diff: 0
I0428 10:34:10.757315 2335 net.cpp:702] [Backward] Layer conv6_3/expand/scale, param blob 0 diff: nan
I0428 10:34:10.757349 2335 net.cpp:702] [Backward] Layer conv6_3/expand/scale, param blob 1 diff: 0
I0428 10:34:10.757510 2335 net.cpp:691] [Backward] Layer conv6_3/expand/bn, bottom blob conv6_3/expand diff: 0
I0428 10:34:10.757782 2335 net.cpp:691] [Backward] Layer conv6_3/expand, bottom blob block_6_2 diff: 0
I0428 10:34:10.757830 2335 net.cpp:702] [Backward] Layer conv6_3/expand, param blob 0 diff: nan
I0428 10:34:10.757923 2335 net.cpp:691] [Backward] Layer block_6_2, bottom blob block_6_1_block_6_1_0_split_1 diff: 0
I0428 10:34:10.757959 2335 net.cpp:691] [Backward] Layer block_6_2, bottom blob conv6_2/linear/bn diff: 0
I0428 10:34:10.758253 2335 net.cpp:691] [Backward] Layer conv6_2/linear/scale, bottom blob conv6_2/linear/bn diff: 0
I0428 10:34:10.758281 2335 net.cpp:702] [Backward] Layer conv6_2/linear/scale, param blob 0 diff: nan
I0428 10:34:10.758312 2335 net.cpp:702] [Backward] Layer conv6_2/linear/scale, param blob 1 diff: 0
I0428 10:34:10.758596 2335 net.cpp:691] [Backward] Layer conv6_2/linear/bn, bottom blob conv6_2/linear diff: 0
I0428 10:34:10.758764 2335 net.cpp:691] [Backward] Layer conv6_2/linear, bottom blob conv6_2/dwise/bn diff: 0
I0428 10:34:10.758811 2335 net.cpp:702] [Backward] Layer conv6_2/linear, param blob 0 diff: nan
I0428 10:34:10.758850 2335 net.cpp:691] [Backward] Layer relu6_2/dwise, bottom blob conv6_2/dwise/bn diff: 0
I0428 10:34:10.759428 2335 net.cpp:691] [Backward] Layer conv6_2/dwise/scale, bottom blob conv6_2/dwise/bn diff: 0
I0428 10:34:10.759464 2335 net.cpp:702] [Backward] Layer conv6_2/dwise/scale, param blob 0 diff: nan
I0428 10:34:10.759496 2335 net.cpp:702] [Backward] Layer conv6_2/dwise/scale, param blob 1 diff: 0
I0428 10:34:10.759599 2335 net.cpp:691] [Backward] Layer conv6_2/dwise/bn, bottom blob conv6_2/dwise diff: 0
I0428 10:34:10.780226 2335 net.cpp:691] [Backward] Layer conv6_2/dwise, bottom blob conv6_2/expand/bn diff: 0
I0428 10:34:10.780254 2335 net.cpp:702] [Backward] Layer conv6_2/dwise, param blob 0 diff: nan
I0428 10:34:10.780292 2335 net.cpp:691] [Backward] Layer relu6_2/expand, bottom blob conv6_2/expand/bn diff: 0
I0428 10:34:10.782662 2335 net.cpp:691] [Backward] Layer conv6_2/expand/scale, bottom blob conv6_2/expand/bn diff: 0
I0428 10:34:10.782691 2335 net.cpp:702] [Backward] Layer conv6_2/expand/scale, param blob 0 diff: nan
I0428 10:34:10.782712 2335 net.cpp:702] [Backward] Layer conv6_2/expand/scale, param blob 1 diff: 0
I0428 10:34:10.785245 2335 net.cpp:691] [Backward] Layer conv6_2/expand/bn, bottom blob conv6_2/expand diff: 0
I0428 10:34:10.785889 2335 net.cpp:691] [Backward] Layer conv6_2/expand, bottom blob block_6_1_block_6_1_0_split_0 diff: 0
I0428 10:34:10.785929 2335 net.cpp:702] [Backward] Layer conv6_2/expand, param blob 0 diff: nan
I0428 10:34:10.786608 2335 net.cpp:691] [Backward] Layer block_6_1_block_6_1_0_split, bottom blob block_6_1 diff: 0
I0428 10:34:10.786727 2335 net.cpp:691] [Backward] Layer block_6_1, bottom blob conv5_3/linear/bn_conv5_3/linear/scale_0_split_1 diff: 0
I0428 10:34:10.786754 2335 net.cpp:691] [Backward] Layer block_6_1, bottom blob conv6_1/linear/bn diff: 0
I0428 10:34:10.786980 2335 net.cpp:691] [Backward] Layer conv6_1/linear/scale, bottom blob conv6_1/linear/bn diff: 0
I0428 10:34:10.787009 2335 net.cpp:702] [Backward] Layer conv6_1/linear/scale, param blob 0 diff: nan
I0428 10:34:10.787031 2335 net.cpp:702] [Backward] Layer conv6_1/linear/scale, param blob 1 diff: 0
I0428 10:34:10.787541 2335 net.cpp:691] [Backward] Layer conv6_1/linear/bn, bottom blob conv6_1/linear diff: 0
I0428 10:34:10.787690 2335 net.cpp:691] [Backward] Layer conv6_1/linear, bottom blob conv6_1/dwise/bn diff: 0
I0428 10:34:10.787730 2335 net.cpp:702] [Backward] Layer conv6_1/linear, param blob 0 diff: nan
I0428 10:34:10.787763 2335 net.cpp:691] [Backward] Layer relu6_1/dwise, bottom blob conv6_1/dwise/bn diff: 0
I0428 10:34:10.788224 2335 net.cpp:691] [Backward] Layer conv6_1/dwise/scale, bottom blob conv6_1/dwise/bn diff: 0
I0428 10:34:10.788252 2335 net.cpp:702] [Backward] Layer conv6_1/dwise/scale, param blob 0 diff: nan
I0428 10:34:10.788275 2335 net.cpp:702] [Backward] Layer conv6_1/dwise/scale, param blob 1 diff: 0
I0428 10:34:10.788379 2335 net.cpp:691] [Backward] Layer conv6_1/dwise/bn, bottom blob conv6_1/dwise diff: 0
I0428 10:34:10.808209 2335 net.cpp:691] [Backward] Layer conv6_1/dwise, bottom blob conv6_1/expand/bn diff: 0
I0428 10:34:10.808238 2335 net.cpp:702] [Backward] Layer conv6_1/dwise, param blob 0 diff: nan
I0428 10:34:10.808274 2335 net.cpp:691] [Backward] Layer relu6_1/expand, bottom blob conv6_1/expand/bn diff: 0
I0428 10:34:10.808792 2335 net.cpp:691] [Backward] Layer conv6_1/expand/scale, bottom blob conv6_1/expand/bn diff: 0
I0428 10:34:10.808820 2335 net.cpp:702] [Backward] Layer conv6_1/expand/scale, param blob 0 diff: nan
I0428 10:34:10.808840 2335 net.cpp:702] [Backward] Layer conv6_1/expand/scale, param blob 1 diff: 0
I0428 10:34:10.808912 2335 net.cpp:691] [Backward] Layer conv6_1/expand/bn, bottom blob conv6_1/expand diff: 0
I0428 10:34:10.810060 2335 net.cpp:691] [Backward] Layer conv6_1/expand, bottom blob conv5_3/linear/bn_conv5_3/linear/scale_0_split_0 diff: 0
I0428 10:34:10.810101 2335 net.cpp:702] [Backward] Layer conv6_1/expand, param blob 0 diff: nan
I0428 10:34:10.811069 2335 net.cpp:691] [Backward] Layer conv5_3/linear/bn_conv5_3/linear/scale_0_split, bottom blob conv5_3/linear/bn diff: 0
I0428 10:34:10.812571 2335 net.cpp:691] [Backward] Layer conv5_3/linear/scale, bottom blob conv5_3/linear/bn diff: 0
I0428 10:34:10.812599 2335 net.cpp:702] [Backward] Layer conv5_3/linear/scale, param blob 0 diff: nan
I0428 10:34:10.812621 2335 net.cpp:702] [Backward] Layer conv5_3/linear/scale, param blob 1 diff: 0
I0428 10:34:10.812809 2335 net.cpp:691] [Backward] Layer conv5_3/linear/bn, bottom blob conv5_3/linear diff: 0
I0428 10:34:10.813012 2335 net.cpp:691] [Backward] Layer conv5_3/linear, bottom blob conv5_3/dwise/bn diff: 0
I0428 10:34:10.813040 2335 net.cpp:702] [Backward] Layer conv5_3/linear, param blob 0 diff: nan
I0428 10:34:10.813068 2335 net.cpp:691] [Backward] Layer relu5_3/dwise, bottom blob conv5_3/dwise/bn diff: 0
I0428 10:34:10.813508 2335 net.cpp:691] [Backward] Layer conv5_3/dwise/scale, bottom blob conv5_3/dwise/bn diff: 0
I0428 10:34:10.813537 2335 net.cpp:702] [Backward] Layer conv5_3/dwise/scale, param blob 0 diff: nan
I0428 10:34:10.813560 2335 net.cpp:702] [Backward] Layer conv5_3/dwise/scale, param blob 1 diff: 0
I0428 10:34:10.813660 2335 net.cpp:691] [Backward] Layer conv5_3/dwise/bn, bottom blob conv5_3/dwise diff: 0
I0428 10:34:10.826086 2335 net.cpp:691] [Backward] Layer conv5_3/dwise, bottom blob conv5_3/expand/bn diff: 0
I0428 10:34:10.826129 2335 net.cpp:702] [Backward] Layer conv5_3/dwise, param blob 0 diff: nan
I0428 10:34:10.826179 2335 net.cpp:691] [Backward] Layer relu5_3/expand, bottom blob conv5_3/expand/bn diff: 0
I0428 10:34:10.831238 2335 net.cpp:691] [Backward] Layer conv5_3/expand/scale, bottom blob conv5_3/expand/bn diff: 0
I0428 10:34:10.831272 2335 net.cpp:702] [Backward] Layer conv5_3/expand/scale, param blob 0 diff: nan
I0428 10:34:10.831295 2335 net.cpp:702] [Backward] Layer conv5_3/expand/scale, param blob 1 diff: 0
I0428 10:34:10.831784 2335 net.cpp:691] [Backward] Layer conv5_3/expand/bn, bottom blob conv5_3/expand diff: 0
I0428 10:34:10.832098 2335 net.cpp:691] [Backward] Layer conv5_3/expand, bottom blob block_5_2 diff: 0
I0428 10:34:10.832125 2335 net.cpp:702] [Backward] Layer conv5_3/expand, param blob 0 diff: nan
I0428 10:34:10.832223 2335 net.cpp:691] [Backward] Layer block_5_2, bottom blob block_5_1_block_5_1_0_split_1 diff: 0
I0428 10:34:10.832252 2335 net.cpp:691] [Backward] Layer block_5_2, bottom blob conv5_2/linear/bn diff: 0
I0428 10:34:10.832852 2335 net.cpp:691] [Backward] Layer conv5_2/linear/scale, bottom blob conv5_2/linear/bn diff: 0
I0428 10:34:10.832880 2335 net.cpp:702] [Backward] Layer conv5_2/linear/scale, param blob 0 diff: nan
I0428 10:34:10.832902 2335 net.cpp:702] [Backward] Layer conv5_2/linear/scale, param blob 1 diff: 0
I0428 10:34:10.832952 2335 net.cpp:691] [Backward] Layer conv5_2/linear/bn, bottom blob conv5_2/linear diff: 0
I0428 10:34:10.833606 2335 net.cpp:691] [Backward] Layer conv5_2/linear, bottom blob conv5_2/dwise/bn diff: 0
I0428 10:34:10.833637 2335 net.cpp:702] [Backward] Layer conv5_2/linear, param blob 0 diff: nan
I0428 10:34:10.833683 2335 net.cpp:691] [Backward] Layer relu5_2/dwise, bottom blob conv5_2/dwise/bn diff: 0
I0428 10:34:10.834146 2335 net.cpp:691] [Backward] Layer conv5_2/dwise/scale, bottom blob conv5_2/dwise/bn diff: 0
I0428 10:34:10.834174 2335 net.cpp:702] [Backward] Layer conv5_2/dwise/scale, param blob 0 diff: nan
I0428 10:34:10.834197 2335 net.cpp:702] [Backward] Layer conv5_2/dwise/scale, param blob 1 diff: 0
I0428 10:34:10.834637 2335 net.cpp:691] [Backward] Layer conv5_2/dwise/bn, bottom blob conv5_2/dwise diff: 0
I0428 10:34:10.847641 2335 net.cpp:691] [Backward] Layer conv5_2/dwise, bottom blob conv5_2/expand/bn diff: 0
I0428 10:34:10.847674 2335 net.cpp:702] [Backward] Layer conv5_2/dwise, param blob 0 diff: nan
I0428 10:34:10.847723 2335 net.cpp:691] [Backward] Layer relu5_2/expand, bottom blob conv5_2/expand/bn diff: 0
I0428 10:34:10.848444 2335 net.cpp:691] [Backward] Layer conv5_2/expand/scale, bottom blob conv5_2/expand/bn diff: 0
I0428 10:34:10.848475 2335 net.cpp:702] [Backward] Layer conv5_2/expand/scale, param blob 0 diff: nan
I0428 10:34:10.848497 2335 net.cpp:702] [Backward] Layer conv5_2/expand/scale, param blob 1 diff: 0
I0428 10:34:10.849056 2335 net.cpp:691] [Backward] Layer conv5_2/expand/bn, bottom blob conv5_2/expand diff: 0
I0428 10:34:10.849279 2335 net.cpp:691] [Backward] Layer conv5_2/expand, bottom blob block_5_1_block_5_1_0_split_0 diff: 0
I0428 10:34:10.849310 2335 net.cpp:702] [Backward] Layer conv5_2/expand, param blob 0 diff: nan
I0428 10:34:10.849474 2335 net.cpp:691] [Backward] Layer block_5_1_block_5_1_0_split, bottom blob block_5_1 diff: 0
I0428 10:34:10.849593 2335 net.cpp:691] [Backward] Layer block_5_1, bottom blob conv4_7/linear/bn_conv4_7/linear/scale_0_split_1 diff: 0
I0428 10:34:10.849622 2335 net.cpp:691] [Backward] Layer block_5_1, bottom blob conv5_1/linear/bn diff: 0
I0428 10:34:10.850145 2335 net.cpp:691] [Backward] Layer conv5_1/linear/scale, bottom blob conv5_1/linear/bn diff: 0
I0428 10:34:10.850174 2335 net.cpp:702] [Backward] Layer conv5_1/linear/scale, param blob 0 diff: nan
I0428 10:34:10.850196 2335 net.cpp:702] [Backward] Layer conv5_1/linear/scale, param blob 1 diff: 0
I0428 10:34:10.850694 2335 net.cpp:691] [Backward] Layer conv5_1/linear/bn, bottom blob conv5_1/linear diff: 0
I0428 10:34:10.851348 2335 net.cpp:691] [Backward] Layer conv5_1/linear, bottom blob conv5_1/dwise/bn diff: 0
I0428 10:34:10.851380 2335 net.cpp:702] [Backward] Layer conv5_1/linear, param blob 0 diff: nan
I0428 10:34:10.851434 2335 net.cpp:691] [Backward] Layer relu5_1/dwise, bottom blob conv5_1/dwise/bn diff: 0
I0428 10:34:10.851972 2335 net.cpp:691] [Backward] Layer conv5_1/dwise/scale, bottom blob conv5_1/dwise/bn diff: 0
I0428 10:34:10.852002 2335 net.cpp:702] [Backward] Layer conv5_1/dwise/scale, param blob 0 diff: nan
I0428 10:34:10.852025 2335 net.cpp:702] [Backward] Layer conv5_1/dwise/scale, param blob 1 diff: 0
I0428 10:34:10.852447 2335 net.cpp:691] [Backward] Layer conv5_1/dwise/bn, bottom blob conv5_1/dwise diff: 0
I0428 10:34:10.879143 2335 net.cpp:691] [Backward] Layer conv5_1/dwise, bottom blob conv5_1/expand/bn diff: 0
I0428 10:34:10.879179 2335 net.cpp:702] [Backward] Layer conv5_1/dwise, param blob 0 diff: nan
I0428 10:34:10.879228 2335 net.cpp:691] [Backward] Layer relu5_1/expand, bottom blob conv5_1/expand/bn diff: 0
I0428 10:34:10.879472 2335 net.cpp:691] [Backward] Layer conv5_1/expand/scale, bottom blob conv5_1/expand/bn diff: 0
I0428 10:34:10.879503 2335 net.cpp:702] [Backward] Layer conv5_1/expand/scale, param blob 0 diff: nan
I0428 10:34:10.879532 2335 net.cpp:702] [Backward] Layer conv5_1/expand/scale, param blob 1 diff: 0
I0428 10:34:10.879981 2335 net.cpp:691] [Backward] Layer conv5_1/expand/bn, bottom blob conv5_1/expand diff: 0
I0428 10:34:10.880167 2335 net.cpp:691] [Backward] Layer conv5_1/expand, bottom blob conv4_7/linear/bn_conv4_7/linear/scale_0_split_0 diff: 0
I0428 10:34:10.880193 2335 net.cpp:702] [Backward] Layer conv5_1/expand, param blob 0 diff: nan
I0428 10:34:10.880244 2335 net.cpp:691] [Backward] Layer conv4_7/linear/bn_conv4_7/linear/scale_0_split, bottom blob conv4_7/linear/bn diff: 0
I0428 10:34:10.880779 2335 net.cpp:691] [Backward] Layer conv4_7/linear/scale, bottom blob conv4_7/linear/bn diff: 0
I0428 10:34:10.880863 2335 net.cpp:702] [Backward] Layer conv4_7/linear/scale, param blob 0 diff: nan
I0428 10:34:10.880920 2335 net.cpp:702] [Backward] Layer conv4_7/linear/scale, param blob 1 diff: 0
I0428 10:34:10.881064 2335 net.cpp:691] [Backward] Layer conv4_7/linear/bn, bottom blob conv4_7/linear diff: 0
I0428 10:34:10.881304 2335 net.cpp:691] [Backward] Layer conv4_7/linear, bottom blob conv4_7/dwise/bn diff: 0
I0428 10:34:10.881368 2335 net.cpp:702] [Backward] Layer conv4_7/linear, param blob 0 diff: nan
I0428 10:34:10.881438 2335 net.cpp:691] [Backward] Layer relu4_7/dwise, bottom blob conv4_7/dwise/bn diff: 0
I0428 10:34:10.881919 2335 net.cpp:691] [Backward] Layer conv4_7/dwise/scale, bottom blob conv4_7/dwise/bn diff: 0
I0428 10:34:10.881986 2335 net.cpp:702] [Backward] Layer conv4_7/dwise/scale, param blob 0 diff: nan
I0428 10:34:10.882042 2335 net.cpp:702] [Backward] Layer conv4_7/dwise/scale, param blob 1 diff: 0
I0428 10:34:10.882169 2335 net.cpp:691] [Backward] Layer conv4_7/dwise/bn, bottom blob conv4_7/dwise diff: 0
E0428 10:34:10.885978 2350 net.cpp:791] [Backward] All net params (data, diff): L1 norm = (188720, nan); L2 norm = (226.461, nan)
I0428 10:34:10.897702 2335 net.cpp:691] [Backward] Layer conv4_7/dwise, bottom blob conv4_7/expand/bn diff: 0
I0428 10:34:10.897737 2335 net.cpp:702] [Backward] Layer conv4_7/dwise, param blob 0 diff: nan
I0428 10:34:10.897836 2335 net.cpp:691] [Backward] Layer relu4_7/expand, bottom blob conv4_7/expand/bn diff: 0
I0428 10:34:10.898145 2335 net.cpp:691] [Backward] Layer conv4_7/expand/scale, bottom blob conv4_7/expand/bn diff: 0
I0428 10:34:10.898175 2335 net.cpp:702] [Backward] Layer conv4_7/expand/scale, param blob 0 diff: nan
I0428 10:34:10.898200 2335 net.cpp:702] [Backward] Layer conv4_7/expand/scale, param blob 1 diff: 0
I0428 10:34:10.898677 2335 net.cpp:691] [Backward] Layer conv4_7/expand/bn, bottom blob conv4_7/expand diff: 0
I0428 10:34:10.898895 2335 net.cpp:691] [Backward] Layer conv4_7/expand, bottom blob block_4_6 diff: 0
I0428 10:34:10.898924 2335 net.cpp:702] [Backward] Layer conv4_7/expand, param blob 0 diff: nan
I0428 10:34:10.899008 2335 net.cpp:691] [Backward] Layer block_4_6, bottom blob block_4_5_block_4_5_0_split_1 diff: 0
I0428 10:34:10.899041 2335 net.cpp:691] [Backward] Layer block_4_6, bottom blob conv4_6/linear/bn diff: 0
I0428 10:34:10.899227 2335 net.cpp:691] [Backward] Layer conv4_6/linear/scale, bottom blob conv4_6/linear/bn diff: 0
I0428 10:34:10.899257 2335 net.cpp:702] [Backward] Layer conv4_6/linear/scale, param blob 0 diff: nan
I0428 10:34:10.899281 2335 net.cpp:702] [Backward] Layer conv4_6/linear/scale, param blob 1 diff: 0
I0428 10:34:10.899338 2335 net.cpp:691] [Backward] Layer conv4_6/linear/bn, bottom blob conv4_6/linear diff: 0
I0428 10:34:10.899832 2335 net.cpp:691] [Backward] Layer conv4_6/linear, bottom blob conv4_6/dwise/bn diff: 0
I0428 10:34:10.899864 2335 net.cpp:702] [Backward] Layer conv4_6/linear, param blob 0 diff: nan
I0428 10:34:10.899971 2335 net.cpp:691] [Backward] Layer relu4_6/dwise, bottom blob conv4_6/dwise/bn diff: 0
I0428 10:34:10.900270 2335 net.cpp:691] [Backward] Layer conv4_6/dwise/scale, bottom blob conv4_6/dwise/bn diff: 0
I0428 10:34:10.900300 2335 net.cpp:702] [Backward] Layer conv4_6/dwise/scale, param blob 0 diff: nan
I0428 10:34:10.900322 2335 net.cpp:702] [Backward] Layer conv4_6/dwise/scale, param blob 1 diff: 0
I0428 10:34:10.900799 2335 net.cpp:691] [Backward] Layer conv4_6/dwise/bn, bottom blob conv4_6/dwise diff: 0
I0428 10:34:10.915027 2335 net.cpp:691] [Backward] Layer conv4_6/dwise, bottom blob conv4_6/expand/bn diff: 0
I0428 10:34:10.915063 2335 net.cpp:702] [Backward] Layer conv4_6/dwise, param blob 0 diff: nan
I0428 10:34:10.915169 2335 net.cpp:691] [Backward] Layer relu4_6/expand, bottom blob conv4_6/expand/bn diff: 0
I0428 10:34:10.915474 2335 net.cpp:691] [Backward] Layer conv4_6/expand/scale, bottom blob conv4_6/expand/bn diff: 0
I0428 10:34:10.915503 2335 net.cpp:702] [Backward] Layer conv4_6/expand/scale, param blob 0 diff: nan
I0428 10:34:10.915527 2335 net.cpp:702] [Backward] Layer conv4_6/expand/scale, param blob 1 diff: 0
I0428 10:34:10.916005 2335 net.cpp:691] [Backward] Layer conv4_6/expand/bn, bottom blob conv4_6/expand diff: 0
I0428 10:34:10.916221 2335 net.cpp:691] [Backward] Layer conv4_6/expand, bottom blob block_4_5_block_4_5_0_split_0 diff: 0
I0428 10:34:10.916249 2335 net.cpp:702] [Backward] Layer conv4_6/expand, param blob 0 diff: nan
I0428 10:34:10.916316 2335 net.cpp:691] [Backward] Layer block_4_5_block_4_5_0_split, bottom blob block_4_5 diff: 0
I0428 10:34:10.916415 2335 net.cpp:691] [Backward] Layer block_4_5, bottom blob block_4_4_block_4_4_0_split_1 diff: 0
I0428 10:34:10.916447 2335 net.cpp:691] [Backward] Layer block_4_5, bottom blob conv4_5/linear/bn diff: 0
I0428 10:34:10.916631 2335 net.cpp:691] [Backward] Layer conv4_5/linear/scale, bottom blob conv4_5/linear/bn diff: 0
I0428 10:34:10.916661 2335 net.cpp:702] [Backward] Layer conv4_5/linear/scale, param blob 0 diff: nan
I0428 10:34:10.916684 2335 net.cpp:702] [Backward] Layer conv4_5/linear/scale, param blob 1 diff: 0
I0428 10:34:10.916760 2335 net.cpp:691] [Backward] Layer conv4_5/linear/bn, bottom blob conv4_5/linear diff: 0
I0428 10:34:10.917253 2335 net.cpp:691] [Backward] Layer conv4_5/linear, bottom blob conv4_5/dwise/bn diff: 0
I0428 10:34:10.917286 2335 net.cpp:702] [Backward] Layer conv4_5/linear, param blob 0 diff: nan
I0428 10:34:10.917392 2335 net.cpp:691] [Backward] Layer relu4_5/dwise, bottom blob conv4_5/dwise/bn diff: 0
I0428 10:34:10.917692 2335 net.cpp:691] [Backward] Layer conv4_5/dwise/scale, bottom blob conv4_5/dwise/bn diff: 0
I0428 10:34:10.917721 2335 net.cpp:702] [Backward] Layer conv4_5/dwise/scale, param blob 0 diff: nan
I0428 10:34:10.917757 2335 net.cpp:702] [Backward] Layer conv4_5/dwise/scale, param blob 1 diff: 0
I0428 10:34:10.918237 2335 net.cpp:691] [Backward] Layer conv4_5/dwise/bn, bottom blob conv4_5/dwise diff: 0
I0428 10:34:10.932459 2335 net.cpp:691] [Backward] Layer conv4_5/dwise, bottom blob conv4_5/expand/bn diff: 0
I0428 10:34:10.932494 2335 net.cpp:702] [Backward] Layer conv4_5/dwise, param blob 0 diff: nan
I0428 10:34:10.932595 2335 net.cpp:691] [Backward] Layer relu4_5/expand, bottom blob conv4_5/expand/bn diff: 0
I0428 10:34:10.932899 2335 net.cpp:691] [Backward] Layer conv4_5/expand/scale, bottom blob conv4_5/expand/bn diff: 0
I0428 10:34:10.932929 2335 net.cpp:702] [Backward] Layer conv4_5/expand/scale, param blob 0 diff: nan
I0428 10:34:10.932951 2335 net.cpp:702] [Backward] Layer conv4_5/expand/scale, param blob 1 diff: 0
I0428 10:34:10.933435 2335 net.cpp:691] [Backward] Layer conv4_5/expand/bn, bottom blob conv4_5/expand diff: 0
I0428 10:34:10.933648 2335 net.cpp:691] [Backward] Layer conv4_5/expand, bottom blob block_4_4_block_4_4_0_split_0 diff: 0
I0428 10:34:10.933676 2335 net.cpp:702] [Backward] Layer conv4_5/expand, param blob 0 diff: nan
I0428 10:34:10.933753 2335 net.cpp:691] [Backward] Layer block_4_4_block_4_4_0_split, bottom blob block_4_4 diff: 0
I0428 10:34:10.934203 2335 net.cpp:691] [Backward] Layer block_4_4, bottom blob conv4_3/linear/bn_conv4_3/linear/scale_0_split_1 diff: 0
I0428 10:34:10.934237 2335 net.cpp:691] [Backward] Layer block_4_4, bottom blob conv4_4/linear/bn diff: 0
I0428 10:34:10.934437 2335 net.cpp:691] [Backward] Layer conv4_4/linear/scale, bottom blob conv4_4/linear/bn diff: 0
I0428 10:34:10.934465 2335 net.cpp:702] [Backward] Layer conv4_4/linear/scale, param blob 0 diff: nan
I0428 10:34:10.934489 2335 net.cpp:702] [Backward] Layer conv4_4/linear/scale, param blob 1 diff: 0
I0428 10:34:10.934540 2335 net.cpp:691] [Backward] Layer conv4_4/linear/bn, bottom blob conv4_4/linear diff: 0
I0428 10:34:10.935036 2335 net.cpp:691] [Backward] Layer conv4_4/linear, bottom blob conv4_4/dwise/bn diff: 0
I0428 10:34:10.935070 2335 net.cpp:702] [Backward] Layer conv4_4/linear, param blob 0 diff: nan
I0428 10:34:10.935169 2335 net.cpp:691] [Backward] Layer relu4_4/dwise, bottom blob conv4_4/dwise/bn diff: 0
I0428 10:34:10.935473 2335 net.cpp:691] [Backward] Layer conv4_4/dwise/scale, bottom blob conv4_4/dwise/bn diff: 0
I0428 10:34:10.935503 2335 net.cpp:702] [Backward] Layer conv4_4/dwise/scale, param blob 0 diff: nan
I0428 10:34:10.935525 2335 net.cpp:702] [Backward] Layer conv4_4/dwise/scale, param blob 1 diff: 0
I0428 10:34:10.936002 2335 net.cpp:691] [Backward] Layer conv4_4/dwise/bn, bottom blob conv4_4/dwise diff: 0
I0428 10:34:10.950192 2335 net.cpp:691] [Backward] Layer conv4_4/dwise, bottom blob conv4_4/expand/bn diff: 0
I0428 10:34:10.950242 2335 net.cpp:702] [Backward] Layer conv4_4/dwise, param blob 0 diff: nan
I0428 10:34:10.950351 2335 net.cpp:691] [Backward] Layer relu4_4/expand, bottom blob conv4_4/expand/bn diff: 0
I0428 10:34:10.950690 2335 net.cpp:691] [Backward] Layer conv4_4/expand/scale, bottom blob conv4_4/expand/bn diff: 0
I0428 10:34:10.950727 2335 net.cpp:702] [Backward] Layer conv4_4/expand/scale, param blob 0 diff: nan
I0428 10:34:10.950759 2335 net.cpp:702] [Backward] Layer conv4_4/expand/scale, param blob 1 diff: 0
I0428 10:34:10.951331 2335 net.cpp:691] [Backward] Layer conv4_4/expand/bn, bottom blob conv4_4/expand diff: 0
I0428 10:34:10.951953 2335 net.cpp:691] [Backward] Layer conv4_4/expand, bottom blob conv4_3/linear/bn_conv4_3/linear/scale_0_split_0 diff: 0
I0428 10:34:10.951997 2335 net.cpp:702] [Backward] Layer conv4_4/expand, param blob 0 diff: nan
I0428 10:34:10.952054 2335 net.cpp:691] [Backward] Layer conv4_3/linear/bn_conv4_3/linear/scale_0_split, bottom blob conv4_3/linear/bn diff: 0
I0428 10:34:10.952306 2335 net.cpp:691] [Backward] Layer conv4_3/linear/scale, bottom blob conv4_3/linear/bn diff: 0
I0428 10:34:10.952368 2335 net.cpp:702] [Backward] Layer conv4_3/linear/scale, param blob 0 diff: nan
I0428 10:34:10.952400 2335 net.cpp:702] [Backward] Layer conv4_3/linear/scale, param blob 1 diff: 0
I0428 10:34:10.952905 2335 net.cpp:691] [Backward] Layer conv4_3/linear/bn, bottom blob conv4_3/linear diff: 0
I0428 10:34:10.953527 2335 net.cpp:691] [Backward] Layer conv4_3/linear, bottom blob conv4_3/dwise/bn diff: 0
I0428 10:34:10.953584 2335 net.cpp:702] [Backward] Layer conv4_3/linear, param blob 0 diff: nan
I0428 10:34:10.953656 2335 net.cpp:691] [Backward] Layer relu4_3/dwise, bottom blob conv4_3/dwise/bn diff: 0
I0428 10:34:10.953914 2335 net.cpp:691] [Backward] Layer conv4_3/dwise/scale, bottom blob conv4_3/dwise/bn diff: 0
I0428 10:34:10.953951 2335 net.cpp:702] [Backward] Layer conv4_3/dwise/scale, param blob 0 diff: nan
I0428 10:34:10.953984 2335 net.cpp:702] [Backward] Layer conv4_3/dwise/scale, param blob 1 diff: 0
I0428 10:34:10.954506 2335 net.cpp:691] [Backward] Layer conv4_3/dwise/bn, bottom blob conv4_3/dwise diff: 0
I0428 10:34:10.964391 2335 net.cpp:691] [Backward] Layer conv4_3/dwise, bottom blob conv4_3/expand/bn diff: 0
I0428 10:34:10.964509 2335 net.cpp:702] [Backward] Layer conv4_3/dwise, param blob 0 diff: nan
I0428 10:34:10.964640 2335 net.cpp:691] [Backward] Layer relu4_3/expand, bottom blob conv4_3/expand/bn diff: 0
I0428 10:34:10.965160 2335 net.cpp:691] [Backward] Layer conv4_3/expand/scale, bottom blob conv4_3/expand/bn diff: 0
I0428 10:34:10.965243 2335 net.cpp:702] [Backward] Layer conv4_3/expand/scale, param blob 0 diff: nan
I0428 10:34:10.965325 2335 net.cpp:702] [Backward] Layer conv4_3/expand/scale, param blob 1 diff: 0
I0428 10:34:10.965998 2335 net.cpp:691] [Backward] Layer conv4_3/expand/bn, bottom blob conv4_3/expand diff: 0
I0428 10:34:10.966183 2335 net.cpp:691] [Backward] Layer conv4_3/expand, bottom blob block_4_2 diff: 0
I0428 10:34:10.966260 2335 net.cpp:702] [Backward] Layer conv4_3/expand, param blob 0 diff: nan
I0428 10:34:10.966352 2335 net.cpp:691] [Backward] Layer block_4_2, bottom blob block_4_1_block_4_1_0_split_1 diff: 0
I0428 10:34:10.966439 2335 net.cpp:691] [Backward] Layer block_4_2, bottom blob conv4_2/linear/bn diff: 0
I0428 10:34:10.966778 2335 net.cpp:691] [Backward] Layer conv4_2/linear/scale, bottom blob conv4_2/linear/bn diff: 0
I0428 10:34:10.966859 2335 net.cpp:702] [Backward] Layer conv4_2/linear/scale, param blob 0 diff: nan
I0428 10:34:10.966941 2335 net.cpp:702] [Backward] Layer conv4_2/linear/scale, param blob 1 diff: 0
I0428 10:34:10.967032 2335 net.cpp:691] [Backward] Layer conv4_2/linear/bn, bottom blob conv4_2/linear diff: 0
I0428 10:34:10.967543 2335 net.cpp:691] [Backward] Layer conv4_2/linear, bottom blob conv4_2/dwise/bn diff: 0
I0428 10:34:10.967619 2335 net.cpp:702] [Backward] Layer conv4_2/linear, param blob 0 diff: nan
I0428 10:34:10.967736 2335 net.cpp:691] [Backward] Layer relu4_2/dwise, bottom blob conv4_2/dwise/bn diff: 0
I0428 10:34:10.968113 2335 net.cpp:691] [Backward] Layer conv4_2/dwise/scale, bottom blob conv4_2/dwise/bn diff: 0
I0428 10:34:10.968191 2335 net.cpp:702] [Backward] Layer conv4_2/dwise/scale, param blob 0 diff: nan
I0428 10:34:10.968273 2335 net.cpp:702] [Backward] Layer conv4_2/dwise/scale, param blob 1 diff: 0
I0428 10:34:10.968766 2335 net.cpp:691] [Backward] Layer conv4_2/dwise/bn, bottom blob conv4_2/dwise diff: 0
I0428 10:34:10.976362 2335 net.cpp:691] [Backward] Layer conv4_2/dwise, bottom blob conv4_2/expand/bn diff: 0
I0428 10:34:10.976445 2335 net.cpp:702] [Backward] Layer conv4_2/dwise, param blob 0 diff: nan
I0428 10:34:10.976564 2335 net.cpp:691] [Backward] Layer relu4_2/expand, bottom blob conv4_2/expand/bn diff: 0
I0428 10:34:10.976935 2335 net.cpp:691] [Backward] Layer conv4_2/expand/scale, bottom blob conv4_2/expand/bn diff: 0
I0428 10:34:10.977015 2335 net.cpp:702] [Backward] Layer conv4_2/expand/scale, param blob 0 diff: nan
I0428 10:34:10.977098 2335 net.cpp:702] [Backward] Layer conv4_2/expand/scale, param blob 1 diff: 0
I0428 10:34:10.977603 2335 net.cpp:691] [Backward] Layer conv4_2/expand/bn, bottom blob conv4_2/expand diff: 0
I0428 10:34:10.977784 2335 net.cpp:691] [Backward] Layer conv4_2/expand, bottom blob block_4_1_block_4_1_0_split_0 diff: 0
I0428 10:34:10.977856 2335 net.cpp:702] [Backward] Layer conv4_2/expand, param blob 0 diff: nan
I0428 10:34:10.977948 2335 net.cpp:691] [Backward] Layer block_4_1_block_4_1_0_split, bottom blob block_4_1 diff: 0
I0428 10:34:10.978009 2335 net.cpp:691] [Backward] Layer block_4_1, bottom blob conv3_2/linear/bn_conv3_2/linear/scale_0_split_1 diff: 0
I0428 10:34:10.978035 2335 net.cpp:691] [Backward] Layer block_4_1, bottom blob conv4_1/linear/bn diff: 0
I0428 10:34:10.978229 2335 net.cpp:691] [Backward] Layer conv4_1/linear/scale, bottom blob conv4_1/linear/bn diff: 0
I0428 10:34:10.978255 2335 net.cpp:702] [Backward] Layer conv4_1/linear/scale, param blob 0 diff: nan
I0428 10:34:10.978278 2335 net.cpp:702] [Backward] Layer conv4_1/linear/scale, param blob 1 diff: 0
I0428 10:34:10.978325 2335 net.cpp:691] [Backward] Layer conv4_1/linear/bn, bottom blob conv4_1/linear diff: 0
I0428 10:34:10.978787 2335 net.cpp:691] [Backward] Layer conv4_1/linear, bottom blob conv4_1/dwise/bn diff: 0
I0428 10:34:10.978819 2335 net.cpp:702] [Backward] Layer conv4_1/linear, param blob 0 diff: 0
I0428 10:34:10.978884 2335 net.cpp:691] [Backward] Layer relu4_1/dwise, bottom blob conv4_1/dwise/bn diff: 0
I0428 10:34:10.979108 2335 net.cpp:691] [Backward] Layer conv4_1/dwise/scale, bottom blob conv4_1/dwise/bn diff: 0
I0428 10:34:10.979138 2335 net.cpp:702] [Backward] Layer conv4_1/dwise/scale, param blob 0 diff: 0
I0428 10:34:10.979161 2335 net.cpp:702] [Backward] Layer conv4_1/dwise/scale, param blob 1 diff: 0
I0428 10:34:10.979598 2335 net.cpp:691] [Backward] Layer conv4_1/dwise/bn, bottom blob conv4_1/dwise diff: 0
I0428 10:34:10.986903 2335 net.cpp:691] [Backward] Layer conv4_1/dwise, bottom blob conv4_1/expand/bn diff: 0
I0428 10:34:10.986937 2335 net.cpp:702] [Backward] Layer conv4_1/dwise, param blob 0 diff: 0
I0428 10:34:10.987000 2335 net.cpp:691] [Backward] Layer relu4_1/expand, bottom blob conv4_1/expand/bn diff: 0
I0428 10:34:10.987232 2335 net.cpp:691] [Backward] Layer conv4_1/expand/scale, bottom blob conv4_1/expand/bn diff: 0
I0428 10:34:10.987260 2335 net.cpp:702] [Backward] Layer conv4_1/expand/scale, param blob 0 diff: 0
I0428 10:34:10.987284 2335 net.cpp:702] [Backward] Layer conv4_1/expand/scale, param blob 1 diff: 0
I0428 10:34:10.987713 2335 net.cpp:691] [Backward] Layer conv4_1/expand/bn, bottom blob conv4_1/expand diff: 0
I0428 10:34:10.987850 2335 net.cpp:691] [Backward] Layer conv4_1/expand, bottom blob conv3_2/linear/bn_conv3_2/linear/scale_0_split_0 diff: 0
I0428 10:34:10.987880 2335 net.cpp:702] [Backward] Layer conv4_1/expand, param blob 0 diff: 0
I0428 10:34:10.987921 2335 net.cpp:691] [Backward] Layer conv3_2/linear/bn_conv3_2/linear/scale_0_split, bottom blob conv3_2/linear/bn diff: 0
I0428 10:34:10.988111 2335 net.cpp:691] [Backward] Layer conv3_2/linear/scale, bottom blob conv3_2/linear/bn diff: 0
I0428 10:34:10.988139 2335 net.cpp:702] [Backward] Layer conv3_2/linear/scale, param blob 0 diff: 0
I0428 10:34:10.988162 2335 net.cpp:702] [Backward] Layer conv3_2/linear/scale, param blob 1 diff: 0
I0428 10:34:10.988210 2335 net.cpp:691] [Backward] Layer conv3_2/linear/bn, bottom blob conv3_2/linear diff: 0
I0428 10:34:10.988658 2335 net.cpp:691] [Backward] Layer conv3_2/linear, bottom blob conv3_2/dwise/bn diff: 0
I0428 10:34:10.988690 2335 net.cpp:702] [Backward] Layer conv3_2/linear, param blob 0 diff: 0
I0428 10:34:10.988746 2335 net.cpp:691] [Backward] Layer relu3_2/dwise, bottom blob conv3_2/dwise/bn diff: 0
I0428 10:34:10.988943 2335 net.cpp:691] [Backward] Layer conv3_2/dwise/scale, bottom blob conv3_2/dwise/bn diff: 0
I0428 10:34:10.988983 2335 net.cpp:702] [Backward] Layer conv3_2/dwise/scale, param blob 0 diff: 0
I0428 10:34:10.989009 2335 net.cpp:702] [Backward] Layer conv3_2/dwise/scale, param blob 1 diff: 0
I0428 10:34:10.989445 2335 net.cpp:691] [Backward] Layer conv3_2/dwise/bn, bottom blob conv3_2/dwise diff: 0
I0428 10:34:10.995260 2335 net.cpp:691] [Backward] Layer conv3_2/dwise, bottom blob conv3_2/expand/bn diff: 0
I0428 10:34:10.995293 2335 net.cpp:702] [Backward] Layer conv3_2/dwise, param blob 0 diff: 0
I0428 10:34:10.995435 2335 net.cpp:691] [Backward] Layer relu3_2/expand, bottom blob conv3_2/expand/bn diff: 0
I0428 10:34:10.995894 2335 net.cpp:691] [Backward] Layer conv3_2/expand/scale, bottom blob conv3_2/expand/bn diff: 0
I0428 10:34:10.995925 2335 net.cpp:702] [Backward] Layer conv3_2/expand/scale, param blob 0 diff: 0
I0428 10:34:10.995947 2335 net.cpp:702] [Backward] Layer conv3_2/expand/scale, param blob 1 diff: 0
I0428 10:34:10.996474 2335 net.cpp:691] [Backward] Layer conv3_2/expand/bn, bottom blob conv3_2/expand diff: 0
I0428 10:34:10.996703 2335 net.cpp:691] [Backward] Layer conv3_2/expand, bottom blob block_3_1 diff: 0
I0428 10:34:10.996731 2335 net.cpp:702] [Backward] Layer conv3_2/expand, param blob 0 diff: 0
I0428 10:34:10.997180 2335 net.cpp:691] [Backward] Layer block_3_1, bottom blob conv2_2/linear/bn_conv2_2/linear/scale_0_split_1 diff: 0
I0428 10:34:10.997225 2335 net.cpp:691] [Backward] Layer block_3_1, bottom blob conv3_1/linear/bn diff: 0
I0428 10:34:10.997501 2335 net.cpp:691] [Backward] Layer conv3_1/linear/scale, bottom blob conv3_1/linear/bn diff: 0
I0428 10:34:10.997530 2335 net.cpp:702] [Backward] Layer conv3_1/linear/scale, param blob 0 diff: 0
I0428 10:34:10.997552 2335 net.cpp:702] [Backward] Layer conv3_1/linear/scale, param blob 1 diff: 0
I0428 10:34:10.997959 2335 net.cpp:691] [Backward] Layer conv3_1/linear/bn, bottom blob conv3_1/linear diff: 0
I0428 10:34:10.998486 2335 net.cpp:691] [Backward] Layer conv3_1/linear, bottom blob conv3_1/dwise/bn diff: 0
I0428 10:34:10.998517 2335 net.cpp:702] [Backward] Layer conv3_1/linear, param blob 0 diff: 0
I0428 10:34:10.998657 2335 net.cpp:691] [Backward] Layer relu3_1/dwise, bottom blob conv3_1/dwise/bn diff: 0
I0428 10:34:10.999110 2335 net.cpp:691] [Backward] Layer conv3_1/dwise/scale, bottom blob conv3_1/dwise/bn diff: 0
I0428 10:34:10.999140 2335 net.cpp:702] [Backward] Layer conv3_1/dwise/scale, param blob 0 diff: 0
I0428 10:34:10.999161 2335 net.cpp:702] [Backward] Layer conv3_1/dwise/scale, param blob 1 diff: 0
I0428 10:34:10.999686 2335 net.cpp:691] [Backward] Layer conv3_1/dwise/bn, bottom blob conv3_1/dwise diff: 0
I0428 10:34:11.014760 2335 net.cpp:691] [Backward] Layer conv3_1/dwise, bottom blob conv3_1/expand/bn diff: 0
I0428 10:34:11.014793 2335 net.cpp:702] [Backward] Layer conv3_1/dwise, param blob 0 diff: 0
I0428 10:34:11.014931 2335 net.cpp:691] [Backward] Layer relu3_1/expand, bottom blob conv3_1/expand/bn diff: 0
I0428 10:34:11.015380 2335 net.cpp:691] [Backward] Layer conv3_1/expand/scale, bottom blob conv3_1/expand/bn diff: 0
I0428 10:34:11.015408 2335 net.cpp:702] [Backward] Layer conv3_1/expand/scale, param blob 0 diff: 0
I0428 10:34:11.015437 2335 net.cpp:702] [Backward] Layer conv3_1/expand/scale, param blob 1 diff: 0
I0428 10:34:11.015961 2335 net.cpp:691] [Backward] Layer conv3_1/expand/bn, bottom blob conv3_1/expand diff: 0
I0428 10:34:11.016439 2335 net.cpp:691] [Backward] Layer conv3_1/expand, bottom blob conv2_2/linear/bn_conv2_2/linear/scale_0_split_0 diff: 0
I0428 10:34:11.016470 2335 net.cpp:702] [Backward] Layer conv3_1/expand, param blob 0 diff: 0
I0428 10:34:11.016875 2335 net.cpp:691] [Backward] Layer conv2_2/linear/bn_conv2_2/linear/scale_0_split, bottom blob conv2_2/linear/bn diff: 0
I0428 10:34:11.017154 2335 net.cpp:691] [Backward] Layer conv2_2/linear/scale, bottom blob conv2_2/linear/bn diff: 0
I0428 10:34:11.017194 2335 net.cpp:702] [Backward] Layer conv2_2/linear/scale, param blob 0 diff: 0
I0428 10:34:11.017230 2335 net.cpp:702] [Backward] Layer conv2_2/linear/scale, param blob 1 diff: 0
I0428 10:34:11.017637 2335 net.cpp:691] [Backward] Layer conv2_2/linear/bn, bottom blob conv2_2/linear diff: 0
I0428 10:34:11.018115 2335 net.cpp:691] [Backward] Layer conv2_2/linear, bottom blob conv2_2/dwise/bn diff: 0
I0428 10:34:11.018146 2335 net.cpp:702] [Backward] Layer conv2_2/linear, param blob 0 diff: 0
I0428 10:34:11.018252 2335 net.cpp:691] [Backward] Layer relu2_2/dwise, bottom blob conv2_2/dwise/bn diff: 0
I0428 10:34:11.018638 2335 net.cpp:691] [Backward] Layer conv2_2/dwise/scale, bottom blob conv2_2/dwise/bn diff: 0
I0428 10:34:11.018666 2335 net.cpp:702] [Backward] Layer conv2_2/dwise/scale, param blob 0 diff: 0
I0428 10:34:11.018689 2335 net.cpp:702] [Backward] Layer conv2_2/dwise/scale, param blob 1 diff: 0
I0428 10:34:11.019161 2335 net.cpp:691] [Backward] Layer conv2_2/dwise/bn, bottom blob conv2_2/dwise diff: 0
I0428 10:34:11.029912 2335 net.cpp:691] [Backward] Layer conv2_2/dwise, bottom blob conv2_2/expand/bn diff: 0
I0428 10:34:11.029945 2335 net.cpp:702] [Backward] Layer conv2_2/dwise, param blob 0 diff: 0
I0428 10:34:11.030259 2335 net.cpp:691] [Backward] Layer relu2_2/expand, bottom blob conv2_2/expand/bn diff: 0
I0428 10:34:11.031364 2335 net.cpp:691] [Backward] Layer conv2_2/expand/scale, bottom blob conv2_2/expand/bn diff: 0
I0428 10:34:11.031394 2335 net.cpp:702] [Backward] Layer conv2_2/expand/scale, param blob 0 diff: 0
I0428 10:34:11.031416 2335 net.cpp:702] [Backward] Layer conv2_2/expand/scale, param blob 1 diff: 0
I0428 10:34:11.032147 2335 net.cpp:691] [Backward] Layer conv2_2/expand/bn, bottom blob conv2_2/expand diff: 0
I0428 10:34:11.032727 2335 net.cpp:691] [Backward] Layer conv2_2/expand, bottom blob conv2_1/linear/bn diff: 0
I0428 10:34:11.032758 2335 net.cpp:702] [Backward] Layer conv2_2/expand, param blob 0 diff: 0
I0428 10:34:11.033464 2335 net.cpp:691] [Backward] Layer conv2_1/linear/scale, bottom blob conv2_1/linear/bn diff: 0
I0428 10:34:11.033494 2335 net.cpp:702] [Backward] Layer conv2_1/linear/scale, param blob 0 diff: 0
I0428 10:34:11.033515 2335 net.cpp:702] [Backward] Layer conv2_1/linear/scale, param blob 1 diff: 0
I0428 10:34:11.033953 2335 net.cpp:691] [Backward] Layer conv2_1/linear/bn, bottom blob conv2_1/linear diff: 0
I0428 10:34:11.034458 2335 net.cpp:691] [Backward] Layer conv2_1/linear, bottom blob conv2_1/dwise/bn diff: 0
I0428 10:34:11.034489 2335 net.cpp:702] [Backward] Layer conv2_1/linear, param blob 0 diff: 0
I0428 10:34:11.034617 2335 net.cpp:691] [Backward] Layer relu2_1/dwise, bottom blob conv2_1/dwise/bn diff: 0
I0428 10:34:11.035408 2335 net.cpp:691] [Backward] Layer conv2_1/dwise/scale, bottom blob conv2_1/dwise/bn diff: 0
I0428 10:34:11.035436 2335 net.cpp:702] [Backward] Layer conv2_1/dwise/scale, param blob 0 diff: 0
I0428 10:34:11.035459 2335 net.cpp:702] [Backward] Layer conv2_1/dwise/scale, param blob 1 diff: 0
I0428 10:34:11.035964 2335 net.cpp:691] [Backward] Layer conv2_1/dwise/bn, bottom blob conv2_1/dwise diff: 0
I0428 10:34:11.048224 2335 net.cpp:691] [Backward] Layer conv2_1/dwise, bottom blob conv2_1/expand/bn diff: 0
I0428 10:34:11.048259 2335 net.cpp:702] [Backward] Layer conv2_1/dwise, param blob 0 diff: 0
I0428 10:34:11.048385 2335 net.cpp:691] [Backward] Layer relu2_1/expand, bottom blob conv2_1/expand/bn diff: 0
I0428 10:34:11.049482 2335 net.cpp:691] [Backward] Layer conv2_1/expand/scale, bottom blob conv2_1/expand/bn diff: 0
I0428 10:34:11.049515 2335 net.cpp:702] [Backward] Layer conv2_1/expand/scale, param blob 0 diff: 0
I0428 10:34:11.049538 2335 net.cpp:702] [Backward] Layer conv2_1/expand/scale, param blob 1 diff: 0
I0428 10:34:11.050045 2335 net.cpp:691] [Backward] Layer conv2_1/expand/bn, bottom blob conv2_1/expand diff: 0
I0428 10:34:11.050585 2335 net.cpp:691] [Backward] Layer conv2_1/expand, bottom blob conv1/bn diff: 0
I0428 10:34:11.050616 2335 net.cpp:702] [Backward] Layer conv2_1/expand, param blob 0 diff: 0
I0428 10:34:11.050748 2335 net.cpp:691] [Backward] Layer relu1, bottom blob conv1/bn diff: 0
I0428 10:34:11.051499 2335 net.cpp:691] [Backward] Layer conv1/scale, bottom blob conv1/bn diff: 0
I0428 10:34:11.051527 2335 net.cpp:702] [Backward] Layer conv1/scale, param blob 0 diff: 0
I0428 10:34:11.051550 2335 net.cpp:702] [Backward] Layer conv1/scale, param blob 1 diff: 0
I0428 10:34:11.052047 2335 net.cpp:691] [Backward] Layer conv1/bn, bottom blob conv1 diff: 0
I0428 10:34:11.052227 2335 net.cpp:702] [Backward] Layer conv1, param blob 0 diff: 0
E0428 10:34:11.071842 2335 net.cpp:791] [Backward] All net params (data, diff): L1 norm = (188720, nan); L2 norm = (226.461, nan)
I0428 10:34:11.071864 2335 solver.cpp:229] Iteration 0, loss = 87.3365
I0428 10:34:11.071874 2335 solver.cpp:245] Train net output #0: loss = 87.3365 (* 1 = 87.3365 loss)
I0428 10:34:11.071904 2335 sgd_solver.cpp:106] Iteration 0, lr = 1e-05

As you can see , the output in conv1 are unusual , nan or inf , so I try to use other the weight_filler's type , nothing changed.
At first , I suspect my data may be wrong , but I use other network like vgg, the training‘s result are normal .
I do not know how to solve it ,can you help me?

from mobilenet-caffe.

＠zhuochen24 ,hi, have you solved it? I met the same problem.

from mobilenet-caffe.

I met the same problem.

from mobilenet-caffe.