[quant][graphmode] Refactor dynamic quant tests

[supriyar]

Stack from ghstack:

• [quant][graphmode] Test JIT tracing for dynamic quant cases #40128 [quant][graphmode] Test JIT tracing for dynamic quant cases
• [quant][graphmode] Refactor dynamic quant tests #40127 [quant][graphmode] Refactor dynamic quant tests

Summary:
Reland PR.
Similar to static quant, break it up into op level tests and tests for jit passes

Test Plan:
python test/test_quantization.py TestQuantizeScriptPTDQOps
python test/test_quantization.py TestDynamicQuantizeScriptJitPasses
Reviewers:

Subscribers:

Tasks:

Tags:

Differential Revision: D22081259

[dr-ci]

💊 CI failures summary and remediations

As of commit 9919fd9 (more details on the Dr. CI page):

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✅ None of the CI failures appear to be your fault 💚

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• 2/2 tentatively recognized as flaky ❄️
  • Click here to rerun these jobs

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❄️ 2 failures tentatively classified as flaky

but reruns have not yet been triggered to confirm:

binary_linux_libtorch_3_7m_cpu_gcc5_4_cxx11-abi_shared-with-deps_test (1/2)

Step: "Set Up System Environment" (full log | diagnosis details | 🔁 rerun) ❄️

gpg: no valid OpenPGP data found.

+ curl --retry 3 -s -L https://packagecloud.io/circleci/trusty/gpgkey 
+ sudo apt-key add - 
gpg: no valid OpenPGP data found. 

pytorch_linux_xenial_cuda10_2_cudnn7_py3_gcc7_test (2/2)

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

Jun 17 17:54:33 ConnectionResetError: [Errno 104] Connection reset by peer

Jun 17 17:54:33   File "/opt/conda/lib/python3.6/multiprocessing/connection.py", line 494, in Client 
Jun 17 17:54:33     deliver_challenge(c, authkey) 
Jun 17 17:54:33   File "/opt/conda/lib/python3.6/multiprocessing/connection.py", line 722, in deliver_challenge 
Jun 17 17:54:33     response = connection.recv_bytes(256)        # reject large message 
Jun 17 17:54:33   File "/opt/conda/lib/python3.6/multiprocessing/connection.py", line 216, in recv_bytes 
Jun 17 17:54:33     buf = self._recv_bytes(maxlength) 
Jun 17 17:54:33   File "/opt/conda/lib/python3.6/multiprocessing/connection.py", line 407, in _recv_bytes 
Jun 17 17:54:33     buf = self._recv(4) 
Jun 17 17:54:33   File "/opt/conda/lib/python3.6/multiprocessing/connection.py", line 379, in _recv 
Jun 17 17:54:33     chunk = read(handle, remaining) 
Jun 17 17:54:33 ConnectionResetError: [Errno 104] Connection reset by peer 
Jun 17 17:54:33  
Jun 17 17:54:33 Process ErrorTrackingProcess-120: 
Jun 17 17:54:33 Traceback (most recent call last): 
Jun 17 17:54:33   File "/opt/conda/lib/python3.6/multiprocessing/process.py", line 258, in _bootstrap 
Jun 17 17:54:33     self.run() 
Jun 17 17:54:33   File "/var/lib/jenkins/workspace/test/test_dataloader.py", line 360, in run 
Jun 17 17:54:33     super(ErrorTrackingProcess, self).run() 
Jun 17 17:54:33   File "/opt/conda/lib/python3.6/multiprocessing/process.py", line 93, in run 
Jun 17 17:54:33     self._target(*self._args, **self._kwargs) 
Jun 17 17:54:33   File "/var/lib/jenkins/workspace/test/test_dataloader.py", line 628, in _test_proper_exit 

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This pull request has been merged in f6739ec.