[quant][graphmode] Support another use pattern of mean

[jerryzh168]

Stack from ghstack:

• [quant][graphmode] Support another use pattern of mean #40038 [quant][graphmode] Support another use pattern of mean
• [quant] Support general op modules with inplace options #39919 [quant] Support general op modules with inplace options
• [quant][graphmode] Support quantizing repeat #39925 [quant][graphmode] Support quantizing repeat
• [quant][graphmode] Support squeeze/unsqueeze #39924 [quant][graphmode] Support squeeze/unsqueeze
• [quant][graphmode] Run RemoveRedundantDequantize in the end #39923 [quant][graphmode] Run RemoveRedundantDequantize in the end
• [quant][graphmode] Pass debug option into insert_quant_dequant pass #39915 [quant][graphmode] Pass debug option into insert_quant_dequant pass
• [quant][graphmode] Use quantized::batch_norm in graph mode #39911 [quant][graphmode] Use quantized::batch_norm in graph mode
• [quant] add quantized::batch_norm #39910 [quant] add quantized::batch_norm
• [quant][graphmode] Support prim::TupleUnpack and prim::TupleConstruct #39895 [quant][graphmode] Support prim::TupleUnpack and prim::TupleConstruct

Summary:

Test Plan:

Reviewers:

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Tasks:

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Differential Revision: D22055696

[dr-ci]

💊 CI failures summary and remediations

As of commit 2933fe9 (more details on the Dr. CI page):

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• 1/2 failures possibly* introduced in this PR
  • 1/1 non-CircleCI failure(s)
• 1/2 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_bazel_test (1/1)

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

Jun 15 23:14:31 TIMEOUT: //:integration_test (Summary)

Jun 15 23:13:54 [ RUN      ] OptimTest.AddParameter_LBFGS 
Jun 15 23:13:54 [       OK ] OptimTest.AddParameter_LBFGS (1 ms) 
Jun 15 23:13:54 [----------] 28 tests from OptimTest (265554 ms total) 
Jun 15 23:13:54  
Jun 15 23:13:54 [----------] Global test environment tear-down 
Jun 15 23:13:54 [==========] 28 tests from 1 test suite ran. (265554 ms total) 
Jun 15 23:13:54 [  PASSED  ] 28 tests. 
Jun 15 23:13:54 ================================================================================ 
Jun 15 23:14:06 [2,529 / 2,530] 24 / 25 tests; Testing //:integration_test; 289s processwrapper-sandbox 
Jun 15 23:14:31  
Jun 15 23:14:31 TIMEOUT: //:integration_test (Summary) 
Jun 15 23:14:31       /var/lib/jenkins/.cache/bazel/_bazel_jenkins/fdf6d09bf4b4f04a71e2a7dfceb40620/execroot/pytorch/bazel-out/k8-fastbuild/testlogs/integration_test/test.log 
Jun 15 23:14:31 INFO: From Testing //:integration_test: 
Jun 15 23:14:31 ==================== Test output for //:integration_test: 
Jun 15 23:14:31 Running main() from gmock_main.cc 
Jun 15 23:14:31 Note: Google Test filter = -*CUDA 
Jun 15 23:14:31 [==========] Running 1 test from 1 test suite. 
Jun 15 23:14:31 [----------] Global test environment set-up. 
Jun 15 23:14:31 [----------] 1 test from IntegrationTest 
Jun 15 23:14:31 [ RUN      ] IntegrationTest.CartPole 
Jun 15 23:14:31 -- Test timed out at 2020-06-15 23:14:16 UTC -- 

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Extra GitHub checks: 1 failed

• Failed: GitHub Actions - clang-format

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This pull request has been merged in f42c948.