Revert #75195 (#82504)

[zou3519]

This is a short-term fix for a serious regression in functorch
(pytorch/functorch#989).

Additional things this PR does:

• the out= tests for nn.functional.linear fail after the revert. I added
  some xfails. These xfails were present in the original PR (Dispatch to mv rather than mm in the case that tensor1.ndim == 1 and tensor2.ndim == 2 #75195).
• the profiler tests fail on the revert, so I updated the expecttests
  for the profiler tests

Test Plan:

• test offline that the functorch regression was fixed
  Pull Request resolved: Revert #75195 #82504
  Approved by: https://github.com/ngimel, https://github.com/ezyang, https://github.com/atalman

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❌ 2 New Failures, 3 Pending

As of commit 59d3615 (more details on the Dr. CI page):

Expand to see more

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• 2/2 failures introduced in this PR

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🕵️ 2 new failures recognized by patterns

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

pull / win-vs2019-cpu-py3 / test (default, 2, 2, windows.4xlarge) (1/2)

Step: "Test" (full log | diagnosis details)

2022-08-02T20:03:44.9493006Z RuntimeError: test_ops failed!

2022-08-02T20:03:44.4444046Z 
2022-08-02T20:03:44.4444140Z Generating XML reports...
2022-08-02T20:03:44.4444486Z Generated XML report: test-reports\python-unittest\test_ops\TEST-TestCommonCPU-20220802195215.xml
2022-08-02T20:03:44.4444979Z Generated XML report: test-reports\python-unittest\test_ops\TEST-TestCompositeComplianceCPU-20220802195215.xml
2022-08-02T20:03:44.4445630Z Generated XML report: test-reports\python-unittest\test_ops\TEST-TestMathBitsCPU-20220802195215.xml
2022-08-02T20:03:44.9491787Z Traceback (most recent call last):
2022-08-02T20:03:44.9492124Z   File "run_test.py", line 1077, in <module>
2022-08-02T20:03:44.9492336Z     main()
2022-08-02T20:03:44.9492553Z   File "run_test.py", line 1055, in main
2022-08-02T20:03:44.9492782Z     raise RuntimeError(err_message)
2022-08-02T20:03:44.9493006Z RuntimeError: test_ops failed!
2022-08-02T20:03:45.1995073Z 
2022-08-02T20:03:45.1995540Z (base) C:\actions-runner\_work\pytorch\pytorch\test>if ERRORLEVEL 1 goto fail 
2022-08-02T20:03:45.1997679Z 
2022-08-02T20:03:45.1997880Z (base) C:\actions-runner\_work\pytorch\pytorch\test>exit /b 1 
2022-08-02T20:03:45.2023414Z + cleanup
2022-08-02T20:03:45.2023609Z + retcode=1
2022-08-02T20:03:45.2023773Z + set +x
2022-08-02T20:03:45.2058577Z ##[error]Process completed with exit code 1.
2022-08-02T20:03:45.2373709Z ##[group]Run pytorch/pytorch/.github/actions/get-workflow-job-id@master
2022-08-02T20:03:45.2374040Z with:

pull / win-vs2019-cpu-py3 / test (default, 1, 2, windows.4xlarge) (2/2)

Step: "Test" (full log | diagnosis details)

2022-08-02T20:20:26.0184177Z RuntimeError: test_quantization failed!

2022-08-02T20:20:25.3678531Z Generated XML report: test-reports\python-unittest\test_quantization\TEST-quantization.core.test_quantized_op.TestQuantizedLinear-20220802201346.xml
2022-08-02T20:20:25.3678825Z Generated XML report: test-reports\python-unittest\test_quantization\TEST-quantization.fx.test_numeric_suite_fx.TestFXGraphMatcherModels-20220802201346.xml
2022-08-02T20:20:25.3679143Z Generated XML report: test-reports\python-unittest\test_quantization\TEST-quantization.core.test_quantized_op.TestQNNPackOps-20220802201346.xml
2022-08-02T20:20:25.3679438Z Generated XML report: test-reports\python-unittest\test_quantization\TEST-quantization.dbr.test_quantize_dbr.TestQuantizeDBRModels-20220802201346.xml
2022-08-02T20:20:25.3679749Z Generated XML report: test-reports\python-unittest\test_quantization\TEST-quantization.eager.test_quantize_eager_ptq.TestQuantizeEagerONNXExport-20220802201346.xml
2022-08-02T20:20:26.0182988Z Traceback (most recent call last):
2022-08-02T20:20:26.0183300Z   File "run_test.py", line 1077, in <module>
2022-08-02T20:20:26.0183505Z     main()
2022-08-02T20:20:26.0183725Z   File "run_test.py", line 1055, in main
2022-08-02T20:20:26.0183964Z     raise RuntimeError(err_message)
2022-08-02T20:20:26.0184177Z RuntimeError: test_quantization failed!
2022-08-02T20:20:26.3547359Z 
2022-08-02T20:20:26.3547948Z (base) C:\actions-runner\_work\pytorch\pytorch\test>if ERRORLEVEL 1 goto fail 
2022-08-02T20:20:26.3549774Z 
2022-08-02T20:20:26.3550152Z (base) C:\actions-runner\_work\pytorch\pytorch\test>exit /b 1 
2022-08-02T20:20:26.3577467Z + cleanup
2022-08-02T20:20:26.3577654Z + retcode=1
2022-08-02T20:20:26.3577819Z + set +x
2022-08-02T20:20:26.3614549Z ##[error]Process completed with exit code 1.
2022-08-02T20:20:26.3928244Z ##[group]Run pytorch/pytorch/.github/actions/get-workflow-job-id@master
2022-08-02T20:20:26.3928552Z with:

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[zou3519]

This is the cherry-pick of #82504 onto release/1.12

[atalman]

LGTM