Enabling the support for Pytorch 1.9

[leleamol]

Description of changes:

The change enables support for PyTorch 1.9

The autograd based detailed profiling can not be supported . Ran the integration tests with PT1.9 binary.

Style and formatting:

I have run pre-commit install to ensure that auto-formatting happens with every commit.

Issue number, if available

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[codecov-commenter]

Codecov Report

Merging #501 (522e2a0) into master (c5f5292) will decrease coverage by 1.52%. The diff coverage is 66.66%.

@@            Coverage Diff             @@
##           master     #501      +/-   ##
==========================================
- Coverage   76.08%   74.55%   -1.53%     
==========================================
  Files         126      116      -10     
  Lines       10855    10511     -344     
==========================================
- Hits         8259     7837     -422     
- Misses       2596     2674      +78     

Impacted Files	Coverage Δ
smdebug/pytorch/utils.py	45.23% <66.66%> (-37.27%)	:arrow_down:
smdebug/xgboost/utils.py	0.00% <0.00%> (-14.76%)	:arrow_down:
smdebug/core/reduction_config.py	88.31% <0.00%> (-7.80%)	:arrow_down:
smdebug/core/singleton_utils.py	79.41% <0.00%> (-5.89%)	:arrow_down:
smdebug/profiler/hvd_trace_file_rotation.py	89.39% <0.00%> (-4.55%)	:arrow_down:
smdebug/core/access_layer/s3.py	91.54% <0.00%> (-4.23%)	:arrow_down:
smdebug/core/reader.py	85.18% <0.00%> (-3.71%)	:arrow_down:
smdebug/core/logger.py	76.38% <0.00%> (-2.78%)	:arrow_down:
smdebug/exceptions.py	65.47% <0.00%> (-2.39%)	:arrow_down:
... and 21 more

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