[quant][graphmode] Reference pattern support for elu

[jerryzh168]

Stack from ghstack:

• [qunat][graphmode][fx] Add a separate lower_to_native_backend function for relu #62861
• [quant][graphmode][fx] Add reference option support for binary ops #62698
• [quant][graphmode][fx][bc-breaking] Support for reference pattern for fixqparam ops in eval mode #62608
• -> [quant][graphmode] Reference pattern support for elu #62607
• [quant][refactor] Checking activation_dtype instead of activation_post_process #62489
• [quant][graphmode][fx] Attach a weight qparam dict to linear and conv in reference quantized model #62488

Summary:
Removing the quantize handler for elu since it can be covered by DefaultNodeQuantizeHandler

Test Plan:
python test/test_quantization.py TestQuantizeFxOps

Reviewers:

Subscribers:

Tasks:

Tags:

Differential Revision: D30053977

[facebook-github-bot]

🔗 Helpful links

• 🧪 See artifacts and rendered test results at hud.pytorch.org/pr/62607
• 📄 Preview docs built from this PR

💊 CI failures summary and remediations

As of commit 77d5241 (more details on the Dr. CI page):

---

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

---

• 1/1 tentatively recognized as flaky ❄️
  • Click here to rerun these jobs

---

❄️ 1 failure tentatively classified as flaky

but reruns have not yet been triggered to confirm:

pytorch_linux_xenial_cuda11_1_cudnn8_py3_gcc7_test2 (1/1)

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

Aug 06 21:55:58 unknown file: Failure

Aug 06 21:55:58 frame #9: build/bin/test_api() [0xbdb39a]
Aug 06 21:55:58 frame #10: build/bin/test_api() [0xbdbbed]
Aug 06 21:55:58 frame #11: testing::internal::UnitTestImpl::RunAllTests() + 0xe27 (0xbe47b7 in build/bin/test_api)
Aug 06 21:55:58 frame #12: testing::UnitTest::Run() + 0x8f (0xbe4b6f in build/bin/test_api)
Aug 06 21:55:58 frame #13: main + 0xc8 (0x586cb8 in build/bin/test_api)
Aug 06 21:55:58 frame #14: __libc_start_main + 0xf0 (0x7fb27b7ad840 in /lib/x86_64-linux-gnu/libc.so.6)
Aug 06 21:55:58 frame #15: _start + 0x29 (0x5c7b29 in build/bin/test_api)
Aug 06 21:55:58 " thrown in the test body.
Aug 06 21:55:58 [  FAILED  ] IMethodTest.CallMethod (3 ms)
Aug 06 21:55:58 [ RUN      ] IMethodTest.GetArgumentNames
Aug 06 21:55:58 unknown file: Failure
Aug 06 21:55:58 C++ exception with description "open file failed, file path: torch/csrc/deploy/example/generated/simple_jit
Aug 06 21:55:58 Exception raised from RAIIFile at /var/lib/jenkins/workspace/caffe2/serialize/file_adapter.cc:13 (most recent call first):
Aug 06 21:55:58 frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x6b (0x7fb27bec34ab in /var/lib/jenkins/workspace/build/lib/libc10.so)
Aug 06 21:55:58 frame #1: c10::detail::torchCheckFail(char const*, char const*, unsigned int, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&) + 0xce (0x7fb27bebec6e in /var/lib/jenkins/workspace/build/lib/libc10.so)
Aug 06 21:55:58 frame #2: caffe2::serialize::FileAdapter::RAIIFile::RAIIFile(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&) + 0xdc (0x7fb2980c712c in /var/lib/jenkins/workspace/build/lib/libtorch_cpu.so)
Aug 06 21:55:58 frame #3: caffe2::serialize::FileAdapter::FileAdapter(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&) + 0x41 (0x7fb2980c77b1 in /var/lib/jenkins/workspace/build/lib/libtorch_cpu.so)
Aug 06 21:55:58 frame #4: torch::jit::load(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, c10::optional<c10::Device>, std::unordered_map<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >, std::hash<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > >, std::equal_to<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > >, std::allocator<std::pair<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > > > >&) + 0x40 (0x7fb299722460 in /var/lib/jenkins/workspace/build/lib/libtorch_cpu.so)
Aug 06 21:55:58 frame #5: torch::jit::load(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, c10::optional<c10::Device>) + 0x6f (0x7fb2997225ef in /var/lib/jenkins/workspace/build/lib/libtorch_cpu.so)
Aug 06 21:55:58 frame #6: IMethodTest_GetArgumentNames_Test::TestBody() + 0x7e (0xb9f5be in build/bin/test_api)
Aug 06 21:55:58 frame #7: void testing::internal::HandleExceptionsInMethodIfSupported<testing::Test, void>(testing::Test*, void (testing::Test::*)(), char const*) + 0x4a (0xbebafa in build/bin/test_api)

---

This comment was automatically generated by Dr. CI (expand for details).

Follow this link to opt-out of these comments for your Pull Requests.

Please report bugs/suggestions to the (internal) Dr. CI Users group.

Click here to manually regenerate this comment.

[jerryzh168]

@jerryzh168 has imported this pull request. If you are a Facebook employee, you can view this diff on Phabricator.

[jerryzh168]

@jerryzh168 has imported this pull request. If you are a Facebook employee, you can view this diff on Phabricator.

[jerryzh168]

@jerryzh168 has imported this pull request. If you are a Facebook employee, you can view this diff on Phabricator.

[jerryzh168]

@jerryzh168 has imported this pull request. If you are a Facebook employee, you can view this diff on Phabricator.

[facebook-github-bot]

This pull request has been merged in 990c219.