DickJC123 opened a new pull request #19148:
URL: https://github.com/apache/incubator-mxnet/pull/19148


   ## Description ##
   This backport prepares MXNet 1.8 to be built against CUDA 11 and cuDNN 8 and 
run on A100 GPUs, which employ TensorFloat-32 (TF32) by default.  See PR 
https://github.com/apache/incubator-mxnet/pull/18694 for full details.
   
   During the development of this backported PR, I fixed numerous other CI 
issues that kept me from getting a passing CI.  At the time the PR was 
accepted, I was working on a couple of additional fixes that I made into a 
follow-up PR  https://github.com/apache/incubator-mxnet/pull/18694 "Improve 
test seeding and robustness in test_numpy_interoperablity.py".  To help get a 
passing CI, this PR backports that as well.
   
   @samskalicky @anirudh2290 @ChaiBapchya @ptrendx
   ## Checklist ##
   ### Essentials ###
   - [ X] PR's title starts with a category (e.g. [BUGFIX], [MODEL], 
[TUTORIAL], [FEATURE], [DOC], etc)
   - [ X] Changes are complete (i.e. I finished coding on this PR)
   - [ X] All changes have test coverage
   - [X ] Code is well-documented
   
   ### Changes ###
   - [ ] Feature1, tests, (and when applicable, API doc)
   - [ ] Feature2, tests, (and when applicable, API doc)
   
   ## Comments ##
   - If this change is a backward incompatible change, why must this change be 
made.
   - Interesting edge cases to note here
   


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