Windows segmentation faults in GPU tests

[larroy]

Description

Windows GPU tests from the updated environment in https://github.com/aiengines/ci fails with the following:

======================================================================
ERROR: Failure: OSError (exception: access violation writing 0x0000000000000000)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "C:\Python37\lib\site-packages\nose\failure.py", line 39, in runTest
    raise self.exc_val.with_traceback(self.tb)
  File "C:\Python37\lib\site-packages\nose\loader.py", line 418, in loadTestsFromName
    addr.filename, addr.module)
  File "C:\Python37\lib\site-packages\nose\importer.py", line 47, in importFromPath
    return self.importFromDir(dir_path, fqname)
  File "C:\Python37\lib\site-packages\nose\importer.py", line 94, in importFromDir
    mod = load_module(part_fqname, fh, filename, desc)
  File "C:\Python37\lib\imp.py", line 235, in load_module
    return load_source(name, filename, file)
  File "C:\Python37\lib\imp.py", line 172, in load_source
    module = _load(spec)
  File "<frozen importlib._bootstrap>", line 696, in _load
  File "<frozen importlib._bootstrap>", line 677, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 728, in exec_module
  File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
  File "C:\Users\Administrator\mxnet\tests\python\unittest\test_test_utils.py", line 21, in <module>
    import mxnet as mx
  File "C:\Users\Administrator\mxnet\windows_package\python\mxnet\__init__.py", line 33, in <module>
    from . import contrib
  File "C:\Users\Administrator\mxnet\windows_package\python\mxnet\contrib\__init__.py", line 27, in <module>
    from . import autograd
  File "C:\Users\Administrator\mxnet\windows_package\python\mxnet\contrib\autograd.py", line 27, in <module>
    from ..ndarray import NDArray, zeros_like, _GRAD_REQ_MAP
  File "C:\Users\Administrator\mxnet\windows_package\python\mxnet\ndarray\__init__.py", line 20, in <module>
    from . import _internal, contrib, linalg, op, random, sparse, utils, image, ndarray, numpy
  File "C:\Users\Administrator\mxnet\windows_package\python\mxnet\ndarray\numpy\__init__.py", line 23, in <module>
    from . import _register
  File "C:\Users\Administrator\mxnet\windows_package\python\mxnet\ndarray\numpy\_register.py", line 21, in <module>
    from ..register import _make_ndarray_function
  File "C:\Users\Administrator\mxnet\windows_package\python\mxnet\ndarray\register.py", line 277, in <module>
    _init_op_module('mxnet', 'ndarray', _make_ndarray_function)
  File "C:\Users\Administrator\mxnet\windows_package\python\mxnet\base.py", line 682, in _init_op_module
    ctypes.byref(plist)))
OSError: exception: access violation writing 0x0000000000000000
 
======================================================================
ERROR: Failure: OSError (exception: access violation writing 0x0000000000000000)
----------------------------------------------------------------------
Traceback (most recent call last):

Error Message

(Paste the complete error message. Please also include stack trace by setting environment variable DMLC_LOG_STACK_TRACE_DEPTH=10 before running your script.)

To Reproduce

Create an AMI with the provided scripts, compile and run GPU tests.

Steps to reproduce

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What have you tried to solve it?

Environment

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[vexilligera]

I was able to run the script ci/windows/test_py3_gpu.ps1 properly and did not run into this error with the setup script provided on a local Windows machine.

[larroy]

Ok, that's surprising. what build did you do before running the tests?

[vexilligera]

Ok, that's surprising. what build did you do before running the tests?

I simply ran pre_setup.ps1 and setup.ps1. Then I cloned MXNet and run py -3 ci/build_windows.py -f WIN_GPU and went into the python folder to install with python setup.py install.

I was able to import mxnet properly and the test script worked fine.

[vexilligera]

It turns out that the CUDA architecture detection probably failed, if you go with the 5.2 in the script it does give you mxnet_70.dll on P3 instance, but the binary might be wrong. When I set '-DMXNET_CUDA_ARCH="7.0” ‘ things work properly.

Still pretty weird since yesterday when I was trying this with Clang it gives me the same segmentation fault. I'll probably dig deeper into this if this happens again on a fresh P3 instance when I try to integrate TVM ops.