[wip][compiled autograd] runtime wrapper for verbose debugging

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• -> [wip][compiled autograd] runtime wrapper for verbose debugging #125417

cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @chenyang78 @kadeng @chauhang

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❌ 14 New Failures

As of commit c39d929 with merge base b03fb49 ():

NEW FAILURES - The following jobs have failed:

• Lint / lintrunner-clang / linux-job (gh)
  >>> Lint for torch/csrc/dynamo/python_compiled_autograd.cpp:
• Lint / lintrunner-noclang / linux-job (gh)
  >>> Lint for torch/_dynamo/compiled_autograd.py:
• pull / linux-focal-cuda11.8-py3.10-gcc9 / test (distributed, 2, 3, linux.8xlarge.nvidia.gpu) (gh)
  distributed/_composable/test_replicate_with_compiler.py::ReplicateTest::test_bucketing_concat_op
• pull / linux-focal-cuda12.1-py3.10-gcc9 / test (default, 1, 5, linux.4xlarge.nvidia.gpu) (gh)
  RuntimeError: inductor/test_distributed_patterns 1/1 failed
• pull / linux-focal-cuda12.1-py3.10-gcc9 / test (default, 2, 5, linux.4xlarge.nvidia.gpu) (gh)
  inductor/test_compiled_autograd.py::TestCompiledAutograd::test_dynamo_flaky_segfault
• pull / linux-focal-cuda12.1-py3.10-gcc9-sm86 / test (default, 1, 5, linux.g5.4xlarge.nvidia.gpu) (gh)
  RuntimeError: inductor/test_distributed_patterns 1/1 failed
• pull / linux-focal-cuda12.1-py3.10-gcc9-sm86 / test (default, 2, 5, linux.g5.4xlarge.nvidia.gpu) (gh)
  inductor/test_compiled_autograd.py::TestCompiledAutograd::test_inputs_aliasing_bytecode_attr_mutations
• pull / linux-focal-py3.11-clang10 / test (default, 2, 3, linux.2xlarge) (gh)
  inductor/test_compiled_autograd.py::TestCompiledAutograd::test_dynamo_flaky_segfault
• pull / linux-focal-py3.12-clang10 / test (default, 2, 3, linux.2xlarge) (gh)
  inductor/test_compiled_autograd.py::TestCompiledAutograd::test_inputs_aliasing_bytecode_attr_mutations
• pull / linux-focal-py3.8-clang10 / test (default, 1, 3, linux.2xlarge) (gh)
  Process completed with exit code 1.
• pull / linux-focal-py3.8-clang10 / test (default, 2, 3, linux.2xlarge) (gh)
  inductor/test_compiled_autograd.py::TestCompiledAutograd::test_inputs_aliasing_bytecode_attr_mutations
• pull / linux-jammy-py3.10-clang15-asan / test (default, 2, 6, linux.4xlarge) (gh)
  inductor/test_compiled_autograd.py::TestCompiledAutograd::test_inputs_aliasing_bytecode_attr_mutations
• pull / linux-jammy-py3.8-gcc11 / test (default, 2, 3, linux.2xlarge) (gh)
  inductor/test_compiled_autograd.py::TestCompiledAutograd::test_dynamo_flaky_segfault
• pull / linux-jammy-py3.8-gcc11 / test (default, 3, 3, linux.2xlarge) (gh)
  Process completed with exit code 1.

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