[ONNX] Add supplementary tests and description for custom_opsets param from torch.onnx.export() function. (#62085)

[BowenBao]

Stack from ghstack:

• [ONNX] Deprecate use_external_data_format param from torch.onnx.export() function. (#62257) #64382 [ONNX] Deprecate use_external_data_format param from torch.onnx.export() function. ([ONNX] Deprecate use_external_data_format param from torch.onnx.export() function. #62257)
• [ONNX] Deprecated the example_outputs param from torch.onnx.export() function. (#62815) #64380 [ONNX] Deprecated the example_outputs param from torch.onnx.export() function. ([ONNX] Deprecated the example_outputs param from torch.onnx.export() function. #62815)
• [ONNX] minor doc improvements and cleanup (#62514) #64373 [ONNX] minor doc improvements and cleanup ([ONNX] minor doc improvements and cleanup #62514)
• [ONNX] Add supplementary tests and description for custom_opsets param from torch.onnx.export() function. (#62085) #64372 [ONNX] Add supplementary tests and description for custom_opsets param from torch.onnx.export() function. ([ONNX] Add supplementary tests and description for custom_opsets param from torch.onnx.export() function. #62085)
• [ONNX] Remove strip_doc_string param from torch.onnx.export() function. (#61712) #64371 [ONNX] Remove strip_doc_string param from torch.onnx.export() function. ([ONNX] Remove strip_doc_string param from torch.onnx.export() function. #61712)
• [ONNX] Remove argument _retain_param_name from torch.onnx.export() function. (#61702) #64370 [ONNX] Remove argument _retain_param_name from torch.onnx.export() function. ([ONNX] Remove argument _retain_param_name from torch.onnx.export() function. #61702)

custom_opsets arg from torch.onnx.export() is no needed to be removed.

Add some supplementary description and tests for easier understanding.

Co-authored-by: hwangdeyu dejack953@outlook.com

Differential Revision: D30905269

[facebook-github-bot]

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💊 CI failures summary and remediations

As of commit 5c1ee79 (more details on the Dr. CI page):

---

• 1/2 failures introduced in this PR
• 1/2 broken upstream at merge base 15f06d7 on Sep 01 from 10:31am to 10:53am

---

🕵️ 1 new failure recognized by patterns

The following CI failures do not appear to be due to upstream breakages:

linux-xenial-cuda11.3-py3.6-gcc7 / test (default, 2, 2, linux.8xlarge.nvidia.gpu) (1/1)

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

2021-09-22T21:02:17.4814508Z Intel MKL ERROR: Parameter 5 was incorrect on entry to DLASCL.

2021-09-22T21:02:17.1690653Z Intel MKL ERROR: Parameter 5 was incorrect on entry to DLASCL.
2021-09-22T21:02:17.1726745Z ok (0.158s)
2021-09-22T21:02:17.2900220Z   test_cond_cuda_float32 (__main__.TestLinalgCUDA) ... 
2021-09-22T21:02:17.2901011Z Intel MKL ERROR: Parameter 4 was incorrect on entry to DLASCL.
2021-09-22T21:02:17.2901466Z 
2021-09-22T21:02:17.2901993Z Intel MKL ERROR: Parameter 5 was incorrect on entry to DLASCL.
2021-09-22T21:02:17.2936017Z ok (0.121s)
2021-09-22T21:02:17.4812705Z   test_cond_cuda_float64 (__main__.TestLinalgCUDA) ... 
2021-09-22T21:02:17.4813511Z Intel MKL ERROR: Parameter 4 was incorrect on entry to DLASCL.
2021-09-22T21:02:17.4813975Z 
2021-09-22T21:02:17.4814508Z Intel MKL ERROR: Parameter 5 was incorrect on entry to DLASCL.
2021-09-22T21:02:17.4847942Z ok (0.191s)
2021-09-22T21:02:17.5506050Z   test_cond_errors_and_warnings_cuda_complex128 (__main__.TestLinalgCUDA) ... ok (0.066s)
2021-09-22T21:02:17.6151571Z   test_cond_errors_and_warnings_cuda_complex64 (__main__.TestLinalgCUDA) ... ok (0.064s)
2021-09-22T21:02:17.6792361Z   test_cond_errors_and_warnings_cuda_float32 (__main__.TestLinalgCUDA) ... ok (0.064s)
2021-09-22T21:02:17.7440424Z   test_cond_errors_and_warnings_cuda_float64 (__main__.TestLinalgCUDA) ... ok (0.065s)
2021-09-22T21:02:17.7451188Z   test_cross_cuda_float32 (__main__.TestLinalgCUDA) ... skip (0.001s)
2021-09-22T21:02:17.7761774Z   test_cross_errors_cuda (__main__.TestLinalgCUDA) ... ok (0.031s)
2021-09-22T21:02:17.7772747Z   test_cross_with_and_without_dim_cuda_float32 (__main__.TestLinalgCUDA) ... skip (0.001s)
2021-09-22T21:02:17.8286555Z   test_det_cuda_complex128 (__main__.TestLinalgCUDA) ... ok (0.051s)
2021-09-22T21:02:17.8589626Z   test_det_cuda_float64 (__main__.TestLinalgCUDA) ... ok (0.030s)

---

🚧 1 fixed upstream failure:

These were probably caused by upstream breakages that were already fixed.

Please rebase on the viable/strict branch (expand for instructions)

If your commit is older than viable/strict, run these commands:

git fetch https://github.com/pytorch/pytorch viable/strict
git rebase FETCH_HEAD

• linux-xenial-py3.6-gcc5.4 / test (default, 2, 2, linux.2xlarge) on Sep 01 from 10:31am to 10:53am (87d8ab6 - d5bfdd3)
  • 🔁 rerun

---

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