haojin2 commented on issue #10227: Flaky test: test_operator.test_layer_norm
URL: 
https://github.com/apache/incubator-mxnet/issues/10227#issuecomment-410074085
 
 
   Happened again: 
http://jenkins.mxnet-ci.amazon-ml.com/blue/organizations/jenkins/incubator-mxnet/detail/PR-11986/2/pipeline
   ```
   ======================================================================
   
   FAIL: test_operator.test_layer_norm
   
   ----------------------------------------------------------------------
   
   Traceback (most recent call last):
   
     File "C:\Anaconda3\envs\py2\lib\site-packages\nose\case.py", line 197, in 
runTest
   
       self.test(*self.arg)
   
     File 
"C:\jenkins_slave\workspace\ut-python-gpu\tests\python\unittest\test_operator.py",
 line 3147, in test_layer_norm
   
       forward_check_eps=forward_check_eps)
   
     File 
"C:\jenkins_slave\workspace\ut-python-gpu\tests\python\unittest\test_operator.py",
 line 3083, in check_layer_normalization
   
       numeric_eps=1e-2, rtol=1e-2, atol=1e-2)
   
     File 
"C:\jenkins_slave\workspace\ut-python-gpu\pkg_vc14_gpu\python\mxnet\test_utils.py",
 line 917, in check_numeric_gradient
   
       ("NUMERICAL_%s"%name, "BACKWARD_%s"%name))
   
     File 
"C:\jenkins_slave\workspace\ut-python-gpu\pkg_vc14_gpu\python\mxnet\test_utils.py",
 line 493, in assert_almost_equal
   
       raise AssertionError(msg)
   
   AssertionError: 
   
   Items are not equal:
   
   Error 1.031757 exceeds tolerance rtol=0.010000, atol=0.010000.  Location of 
maximum error:(4, 2, 0), a=0.016902, b=0.027503
   
    NUMERICAL_data: array([[[-0.83571225, -0.39195567, -0.65418553, 
-0.39927065, -0.25080964],
   
           [ 0.68750679,  0.03032088,  0.02044216, -0.84786415, -0.23824871],
   
           [-0.61543953, -0.70688128, -0.02324693, -0.69272518, -0.51978898],...
   
    BACKWARD_data: array([[[-0.83574855, -0.39192304, -0.65416901, -0.39928018, 
-0.25077481],
   
           [ 0.68751844,  0.03033861,  0.02035761, -0.84786007, -0.23824724],
   
           [-0.6154799 , -0.70687513, -0.02326486, -0.6927109 , -0.51977907],...
   ```

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