[MPS] Native nonzero implementation

[pytorchbot]

Fixes #124850

Replace previous MPSGraph nonzero construction with native nonzero op. For older OSes, fallback to CPU (previous implementation was not reliable and was comparable to CPU in speed).

cc @skotapati

[pytorch-bot]

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/126100

• 📄 Preview Python docs built from this PR
• 📄 Preview C++ docs built from this PR
• ❓ Need help or want to give feedback on the CI? Visit the bot commands wiki or our office hours

Note: Links to docs will display an error until the docs builds have been completed.

❌ 44 New Failures

As of commit c4acfdb with merge base 86a2d67 ():

NEW FAILURES - The following jobs have failed:

• Lint / Test collect_env (older_python_version) (gh)
  The process '/usr/bin/bash' failed with exit code 1
• Lint / Test collect_env (with_torch) (gh)
  ##[error]The operation was canceled.
• pull / linux-docs / build-docs-python-false (gh)
  Process completed with exit code 1.
• pull / linux-focal-cuda11.8-py3.10-gcc9 / test (distributed, 1, 3, linux.8xlarge.nvidia.gpu) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-cuda11.8-py3.10-gcc9 / test (distributed, 2, 3, linux.8xlarge.nvidia.gpu) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-cuda11.8-py3.10-gcc9 / test (distributed, 3, 3, linux.8xlarge.nvidia.gpu) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-cuda12.1-py3.10-gcc9 / test (default, 1, 5, linux.4xlarge.nvidia.gpu) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-cuda12.1-py3.10-gcc9 / test (default, 2, 5, linux.4xlarge.nvidia.gpu) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-cuda12.1-py3.10-gcc9 / test (default, 3, 5, linux.4xlarge.nvidia.gpu) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-cuda12.1-py3.10-gcc9 / test (default, 4, 5, linux.4xlarge.nvidia.gpu) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-cuda12.1-py3.10-gcc9 / test (default, 5, 5, linux.4xlarge.nvidia.gpu) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-cuda12.1-py3.10-gcc9-bazel-test / build-and-test (default, 1, 1, linux.4xlarge.nvidia.gpu) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-cuda12.1-py3.10-gcc9-sm86 / build (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-py3_8-clang9-xla / build (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-py3.11-clang10 / test (crossref, 1, 2, linux.2xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-py3.11-clang10 / test (crossref, 2, 2, linux.2xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-py3.11-clang10 / test (default, 1, 3, linux.2xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-py3.11-clang10 / test (default, 2, 3, linux.2xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-py3.11-clang10 / test (default, 3, 3, linux.2xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-py3.11-clang10 / test (dynamo, 1, 3, linux.2xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-py3.11-clang10 / test (dynamo, 3, 3, linux.2xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-py3.12-clang10 / test (default, 1, 3, linux.2xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-py3.12-clang10 / test (default, 2, 3, linux.2xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-py3.12-clang10 / test (default, 3, 3, linux.2xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-py3.8-clang10 / test (crossref, 1, 2, linux.2xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-py3.8-clang10 / test (crossref, 2, 2, linux.2xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-py3.8-clang10 / test (default, 1, 3, linux.2xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-py3.8-clang10 / test (default, 2, 3, linux.2xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-py3.8-clang10 / test (default, 3, 3, linux.2xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-py3.8-clang10 / test (dynamo, 2, 3, linux.2xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-py3.8-clang10 / test (dynamo, 3, 3, linux.2xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-py3.8-clang10-onnx / test (default, 2, 2, linux.2xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-focal-rocm6.0-py3.8 / build (gh)
  ##[error]The operation was canceled.
• pull / linux-jammy-py3.10-clang15-asan / test (default, 1, 6, linux.4xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-jammy-py3.10-clang15-asan / test (default, 2, 6, linux.4xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-jammy-py3.10-clang15-asan / test (default, 3, 6, linux.4xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-jammy-py3.10-clang15-asan / test (default, 4, 6, linux.4xlarge) (gh)
  Process completed with exit code 1.
• pull / linux-jammy-py3.10-clang15-asan / test (default, 5, 6, linux.4xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-jammy-py3.10-clang15-asan / test (default, 6, 6, linux.4xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-jammy-py3.8-gcc11 / test (default, 1, 3, linux.2xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-jammy-py3.8-gcc11 / test (default, 2, 3, linux.2xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-jammy-py3.8-gcc11 / test (default, 3, 3, linux.2xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-jammy-py3.8-gcc11 / test (distributed, 1, 2, linux.2xlarge) (gh)
  ##[error]The operation was canceled.
• pull / linux-jammy-py3.8-gcc11 / test (distributed, 2, 2, linux.2xlarge) (gh)
  ##[error]The operation was canceled.

This comment was automatically generated by Dr. CI and updates every 15 minutes.