marcoabreu edited a comment on issue #11747: Flaky test 
test_quantization_mkldnn.test_requantize_int32_to_int8
URL: 
https://github.com/apache/incubator-mxnet/issues/11747#issuecomment-408899929
 
 
   Hi, 
   
   please run the following commands:
   1. ``ci/build.py -p ubuntu_cpu -i``
   2. ``PYTHONPATH=/work/mxnet/python python3 tools/flakiness_checker.py -s 
2127644814 test_quantization_mkldnn.test_requantize_int32_to_int8``
   
   The output will be:
   ```PYTHONPATH=/work/mxnet/python python3 tools/flakiness_checker.py -n 10000 
test_quantization_mkldnn.test_requantize_int32_to_int8
   
   INFO:root:Testing: 
/work/mxnet/tests/python/mkl/test_quantization_mkldnn.py:test_requantize_int32_to_int8
   INFO:root:No test seed provided, using random seed
   test_quantization_mkldnn.test_requantize_int32_to_int8 ... [INFO] 351 of 
10000: Setting test np/mx/python random seeds, use MXNET_TEST_SEED=2127644814 
to reproduce.
   FAIL
   
   ======================================================================
   FAIL: test_quantization_mkldnn.test_requantize_int32_to_int8
   ----------------------------------------------------------------------
   Traceback (most recent call last):
     File "/usr/local/lib/python3.5/dist-packages/nose/case.py", line 198, in 
runTest
       self.test(*self.arg)
     File "/usr/local/lib/python3.5/dist-packages/nose/util.py", line 620, in 
newfunc
       return func(*arg, **kw)
     File "/work/mxnet/tests/python/mkl/../quantization/common.py", line 172, 
in test_new
       orig_test(*args, **kwargs)
     File "/work/mxnet/tests/python/mkl/../quantization/test_quantization.py", 
line 127, in test_requantize_int32_to_int8
       check_requantize((3, 4, 10, 10))
     File "/work/mxnet/tests/python/mkl/../quantization/test_quantization.py", 
line 123, in check_requantize
       assert_almost_equal(qdata_int8.asnumpy(), qdata_int8_np)
     File "/work/mxnet/python/mxnet/test_utils.py", line 493, in 
assert_almost_equal
       raise AssertionError(msg)
   AssertionError:
   Items are not equal:
   Error 1562.500000 exceeds tolerance rtol=0.000010, atol=0.000000.  Location 
of maximum error:(1, 3, 1, 7), a=-63.000000, b=-64.000000
    a: array([[[[-119,   61,  -58, ...,    8,  123,   10],
            [  97,   79,   11, ...,   37, -106,  -13],
            [  82,   53, -125, ...,  104,   90,  112],...
    b: array([[[[-119,   61,  -58, ...,    8,  123,   10],
            [  97,   79,   11, ...,   37, -106,  -13],
            [  82,   53, -125, ...,  104,   90,  112],...
   -------------------- >> begin captured logging << --------------------
   common: INFO: 351 of 10000: Setting test np/mx/python random seeds, use 
MXNET_TEST_SEED=2127644814 to reproduce.
   --------------------- >> end captured logging << ---------------------
   ```
   
   This output is entirely deterministic given the seed. For reference, I'm 
running on a g3.8xlarge.
   @pengzhao-intel @xinyu-intel 

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