[GitHub] liumilan opened a new issue #8679: is there monitor bug in mxnet code?

[GitBox <gi...@apache.org>]

liumilan opened a new issue #8679: is there monitor bug in mxnet code?
URL: https://github.com/apache/incubator-mxnet/issues/8679
 
 
   I just test on simple network as below,using monitor,
   def gen_caffe_net():
       input=mx.symbol.Variable('data')
       ip1=mx.symbol.FullyConnected(data=input, name="ip1", num_hidden=200)
       relu1=mx.symbol.Activation(data=ip1, act_type="relu", name="relu1")
       ip2=mx.symbol.FullyConnected(data=relu1, name="ip2", num_hidden=100)
       relu2=mx.symbol.Activation(data=ip2, act_type="relu", name="relu2")
       ip3=mx.symbol.FullyConnected(data=relu2, name="ip3", num_hidden=16)
       relu3=mx.symbol.Activation(data=ip3, act_type="relu", name="relu3")
       ip5=mx.symbol.FullyConnected(data=relu3, name="ip5", num_hidden=2)
       net=mx.symbol.SoftmaxOutput(data=ip5, name="softmax")
       print(net.debug_str())
       return net
   And from monitor ,the output logs as blow:
   2017-11-16 18:18:44,431 Node[0] Batch:       1 ip3_output                     [[-0.02331318 -0.01718092 -0.029297    0.01212043  0.          0.03418904
     -0.06801873  0.         -0.0403567   0.08026087  0.01712877  0.05154562
      0.         -0.03878605  0.04980191  0.        ]]
   2017-11-16 18:18:44,431 Node[0] Batch:       1 relu3_output                   [[ 0.11219609  0.          0.10197746  0.09196122  0.15120639  0.24690789
      0.          0.          0.          0.10708041  0.04835813  0.
      0.15631352  0.3170726   0.          0.31656569]]
   relu3_output is not expected. Why?
   

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