[quant][doc] Adding a table comparing eager and fx graph mode

[jerryzh168]

Stack from ghstack:

• [quant][doc] Adding a table comparing eager and fx graph mode #50413 [quant][doc] Adding a table comparing eager and fx graph mode

Summary:

Test Plan:
.

Reviewers:

Subscribers:

Tasks:

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Differential Revision: D25886960

[facebook-github-bot]

💊 CI failures summary and remediations

As of commit a8cb58d (more details on the Dr. CI page):

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• 2/3 failures possibly* introduced in this PR
  • 2/2 non-CircleCI failure(s)
• 1/3 tentatively recognized as flaky ❄️
  • Click here to rerun these jobs

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❄️ 1 failure tentatively classified as flaky

but reruns have not yet been triggered to confirm:

pytorch_linux_xenial_cuda10_2_cudnn7_py3_gcc7_test2 (1/1)

Step: "Run tests" (full log | diagnosis details | 🔁 rerun) ❄️

Jan 14 05:25:50 RuntimeError: CUDA error: an illegal memory access was encountered

Jan 14 05:25:50                        ~~~~ <--- HERE
Jan 14 05:25:50 RuntimeError: CUDA error: an illegal memory access was encountered
Jan 14 05:25:50 
Jan 14 05:25:50 
Jan 14 05:25:50 ======================================================================
Jan 14 05:25:50 ERROR [0.203s]: test_where_and_typing (__main__.TestTEFuser)
Jan 14 05:25:50 ----------------------------------------------------------------------
Jan 14 05:25:50 Traceback (most recent call last):
Jan 14 05:25:50   File "test_jit_fuser_te.py", line 1142, in test_where_and_typing
Jan 14 05:25:50     x = torch.randn(4, 4, dtype=torch.double, device=device)
Jan 14 05:25:50 RuntimeError: CUDA error: an illegal memory access was encountered
Jan 14 05:25:50 
Jan 14 05:25:50 ======================================================================
Jan 14 05:25:50 ERROR [0.174s]: test_zero_element_tensors_cuda (__main__.TestTEFuser)
Jan 14 05:25:50 ----------------------------------------------------------------------
Jan 14 05:25:50 Traceback (most recent call last):
Jan 14 05:25:50   File "/opt/conda/lib/python3.6/site-packages/torch/testing/_internal/common_utils.py", line 888, in wrapper
Jan 14 05:25:50     method(*args, **kwargs)
Jan 14 05:25:50   File "test_jit_fuser_te.py", line 178, in test_zero_element_tensors_cuda
Jan 14 05:25:50     self._test_zero_element_tensors(device="cuda")
Jan 14 05:25:50   File "test_jit_fuser_te.py", line 174, in _test_zero_element_tensors

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ci.pytorch.org: 1 failed

• Failed: pr/pytorch-linux-bionic-rocm3.10-py3.6

---

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[vkuzo]

awesome!

[codecov]

Codecov Report

Merging #50413 (4d617f0) into gh/jerryzh168/530/base (7fdc6a2) will increase coverage by 5.02%.
The diff coverage is n/a.

@@                    Coverage Diff                     @@
##           gh/jerryzh168/530/base   #50413      +/-   ##
==========================================================
+ Coverage                   75.65%   80.68%   +5.02%     
==========================================================
  Files                        1916     1916              
  Lines                      209287   209287              
==========================================================
+ Hits                       158343   168854   +10511     
+ Misses                      50944    40433   -10511     

[facebook-github-bot]

This pull request has been merged in b5242d6.