Flaky test test_operator_gpu.test_convolution_independent_gradients

[ChaiBapchya]

For unrelated PR - #15522

Here's the error log

======================================================================
FAIL: test_operator_gpu.test_convolution_independent_gradients
----------------------------------------------------------------------
Traceback (most recent call last):
  File "C:\Python37\lib\site-packages\nose\case.py", line 198, in runTest
    self.test(*self.arg)
  File "C:\Python37\lib\site-packages\nose\util.py", line 620, in newfunc
    return func(*arg, **kw)
  File "C:\jenkins_slave\workspace\ut-python-gpu\tests\python\gpu\../unittest\common.py", line 177, in test_new
    orig_test(*args, **kwargs)
  File "C:\jenkins_slave\workspace\ut-python-gpu\tests\python\gpu\../unittest\test_operator.py", line 1989, in test_convolution_independent_gradients
    grad2[var_name].asnumpy(), rtol=rtol, atol=atol)
  File "C:\Python37\lib\site-packages\numpy\testing\_private\utils.py", line 1501, in assert_allclose
    verbose=verbose, header=header, equal_nan=equal_nan)
  File "C:\Python37\lib\site-packages\numpy\testing\_private\utils.py", line 827, in assert_array_compare
    raise AssertionError(msg)
AssertionError: 
Not equal to tolerance rtol=0.01, atol=0.1

Mismatch: 0.446%
Max absolute difference: 0.7600479
Max relative difference: 0.37727797
 x: array([[[[-3.817751e+01,  1.281843e+02, -3.195532e+01, ...,
           1.479566e+02, -3.144979e+01, -7.199168e+00],
         [-3.450592e+01,  4.369902e+01, -7.741132e+01, ...,...
 y: array([[[[-3.816167e+01,  1.281905e+02, -3.194344e+01, ...,
           1.479433e+02, -3.151185e+01, -7.199774e+00],
         [-3.448948e+01,  4.371869e+01, -7.741202e+01, ...,...
-------------------- >> begin captured logging << --------------------
common: INFO: Setting test np/mx/python random seeds, use MXNET_TEST_SEED=22873871 to reproduce.
--------------------- >> end captured logging << ---------------------

CI pipeline - http://jenkins.mxnet-ci.amazon-ml.com/blue/organizations/jenkins/mxnet-validation%2Fwindows-gpu/detail/PR-15522/7/pipeline/

[mxnet-label-bot]

Hey, this is the MXNet Label Bot.
Thank you for submitting the issue! I will try and suggest some labels so that the appropriate MXNet community members can help resolve it.
Here are my recommended labels: Test, Flaky

[ChaiBapchya]

@mxnet-label-bot add [Test, Flaky]

[ChaiBapchya]

PR #15549
Pipeline - http://jenkins.mxnet-ci.amazon-ml.com/blue/organizations/jenkins/mxnet-validation%2Fwindows-gpu/detail/PR-15549/3/pipeline

[ChaiBapchya]

PR #15601
Pipeline - http://jenkins.mxnet-ci.amazon-ml.com/blue/organizations/jenkins/mxnet-validation%2Fwindows-gpu/detail/PR-15601/1/pipeline

[ChaiBapchya]

PR #15549
Pipeline - http://jenkins.mxnet-ci.amazon-ml.com/blue/organizations/jenkins/mxnet-validation%2Fwindows-gpu/detail/PR-15549/5/pipeline

[ChaiBapchya]

Caused by this PR #15497
@zixuanweeei @pengzhao-intel Can you please take a look?
Thanks!

[pengzhao-intel]

thanks, @ChaiBapchya, actually GPU doesn't calculate this part accurately.
@zixuanweeei let us disable GPU test first and then file an issue for GPU.

[zixuanweeei]

@pengzhao-intel No problem. And I will collate a new example on GPU before filing an issue.

[ChaiBapchya]

#15661
Failed 20 h ago (PR to skip it was merged later.)
http://jenkins.mxnet-ci.amazon-ml.com/blue/organizations/jenkins/mxnet-validation%2Fwindows-gpu/detail/PR-15661/1/pipeline

[ChaiBapchya]

#15522
Same as above (noting just for reference)
http://jenkins.mxnet-ci.amazon-ml.com/blue/organizations/jenkins/mxnet-validation%2Fwindows-gpu/detail/PR-15522/11/pipeline/

[zixuanweeei]

@ChaiBapchya Thanks for reporting this issue. #15661 and #15522 failed before #15631 was merged, right? Let's see whether #15631 works.