eric-haibin-lin opened a new issue #17606: Flaky test: test np_insert
URL: https://github.com/apache/incubator-mxnet/issues/17606
 
 
   ```
   [2020-02-15T11:04:45.615Z] 
======================================================================
   
   [2020-02-15T11:04:45.615Z] FAIL: test_operator_gpu.test_np_insert
   
   [2020-02-15T11:04:45.615Z] 
----------------------------------------------------------------------
   
   [2020-02-15T11:04:45.615Z] Traceback (most recent call last):
   
   [2020-02-15T11:04:45.615Z]   File 
"/usr/local/lib/python3.6/site-packages/nose/case.py", line 198, in runTest
   
   [2020-02-15T11:04:45.615Z]     self.test(*self.arg)
   
   [2020-02-15T11:04:45.616Z]   File 
"/usr/local/lib/python3.6/site-packages/nose/util.py", line 620, in newfunc
   
   [2020-02-15T11:04:45.616Z]     return func(*arg, **kw)
   
   [2020-02-15T11:04:45.616Z]   File 
"/work/mxnet/tests/python/gpu/../unittest/common.py", line 215, in test_new
   
   [2020-02-15T11:04:45.616Z]     orig_test(*args, **kwargs)
   
   [2020-02-15T11:04:45.616Z]   File "/work/mxnet/python/mxnet/util.py", line 
297, in _with_np_shape
   
   [2020-02-15T11:04:45.616Z]     return func(*args, **kwargs)
   
   [2020-02-15T11:04:45.616Z]   File "/work/mxnet/python/mxnet/util.py", line 
481, in _with_np_array
   
   [2020-02-15T11:04:45.616Z]     return func(*args, **kwargs)
   
   [2020-02-15T11:04:45.616Z]   File 
"/work/mxnet/tests/python/gpu/../unittest/test_numpy_op.py", line 2740, in 
test_np_insert
   
   [2020-02-15T11:04:45.616Z]     assert_almost_equal(y.asnumpy(), 
expected_ret, rtol=1e-3, atol=1e-5)
   
   [2020-02-15T11:04:45.616Z]   File "/work/mxnet/python/mxnet/test_utils.py", 
line 638, in assert_almost_equal
   
   [2020-02-15T11:04:45.616Z]     raise AssertionError(msg)
   
   [2020-02-15T11:04:45.616Z] AssertionError: 
   
   [2020-02-15T11:04:45.616Z] Items are not equal:
   
   [2020-02-15T11:04:45.616Z] Error inf exceeds tolerance rtol=1.000000e-03, 
atol=1.000000e-05 (mismatch at least 5.238095%).
   
   [2020-02-15T11:04:45.616Z] Location of maximum error: (0, 0, 0, 6), 
a=0.92968750, b=0.00000000
   
   [2020-02-15T11:04:45.616Z]  ACTUAL: array([[[[ 0.3408  , -0.6255  ,  0.      
, ...,  0.      , -0.849   ,
   
   [2020-02-15T11:04:45.616Z]            0.9297  ],
   
   [2020-02-15T11:04:45.616Z]          [-0.09344 ,  0.1501  ,  0.      , ...,  
0.      , -0.5293  ,...
   
   [2020-02-15T11:04:45.616Z]  DESIRED: array([[[[ 0.3408  ,  0.      ,  0.     
 , ..., -0.849   ,  0.9297  ,
   
   [2020-02-15T11:04:45.616Z]            0.      ],
   
   [2020-02-15T11:04:45.616Z]          [-0.09344 ,  0.      ,  0.      , ..., 
-0.5293  , -0.1394  ,...
   
   [2020-02-15T11:04:45.616Z] -------------------- >> begin captured stdout << 
---------------------
   
   [2020-02-15T11:04:45.616Z] 
   
   [2020-02-15T11:04:45.616Z] *** Maximum errors for vector of size 210:  
rtol=0.001, atol=1e-05
   
   [2020-02-15T11:04:45.616Z] 
   
   [2020-02-15T11:04:45.616Z]   1: Error inf  Location of error: (0, 0, 0, 6), 
a=0.92968750, b=0.00000000
   
   [2020-02-15T11:04:45.616Z]   2: Error inf  Location of error: (0, 1, 0, 6), 
a=-0.66015625, b=0.00000000
   
   [2020-02-15T11:04:45.616Z]   3: Error inf  Location of error: (0, 1, 2, 6), 
a=0.93212891, b=0.00000000
   
   [2020-02-15T11:04:45.616Z]   4: Error inf  Location of error: (1, 0, 0, 6), 
a=-0.74853516, b=0.00000000
   
   [2020-02-15T11:04:45.616Z]   5: Error inf  Location of error: (1, 1, 0, 6), 
a=-0.96582031, b=0.00000000
   
   [2020-02-15T11:04:45.616Z]   6: Error inf  Location of error: (1, 1, 1, 6), 
a=-0.67578125, b=0.00000000
   
   [2020-02-15T11:04:45.616Z]   7: Error inf  Location of error: (2, 0, 2, 6), 
a=0.97753906, b=0.00000000
   
   [2020-02-15T11:04:45.616Z]   8: Error inf  Location of error: (2, 1, 2, 6), 
a=0.98144531, b=0.00000000
   
   [2020-02-15T11:04:45.616Z]   9: Error inf  Location of error: (3, 0, 0, 6), 
a=0.67724609, b=0.00000000
   
   [2020-02-15T11:04:45.616Z]  10: Error inf  Location of error: (3, 0, 1, 1), 
a=0.89111328, b=0.00000000
   
   [2020-02-15T11:04:45.616Z] 
   
   [2020-02-15T11:04:45.616Z] --------------------- >> end captured stdout << 
----------------------
   
   [2020-02-15T11:04:45.616Z] -------------------- >> begin captured logging << 
--------------------
   
   [2020-02-15T11:04:45.616Z] common: INFO: Setting test np/mx/python random 
seeds, use MXNET_TEST_SEED=769513493 to reproduce.
   
   [2020-02-15T11:04:45.616Z] --------------------- >> end captured logging << 
---------------------
   ```
   
   
http://jenkins.mxnet-ci.amazon-ml.com/blue/organizations/jenkins/mxnet-validation%2Fcentos-gpu/detail/PR-17400/12/pipeline
   
   @reminisce @haojin2 

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