Arm backend: Add TOSA support for any.default, any.dim and any.dims

[YufengShi-dudu]

1. Implement a pass ConvertAnyDefaultDimDimsPass to decompose any.default, any.dim and any.dims into a sequence of any.dim with keepdim=True and a squeeze_copy.dims if needed

2. Implement a NodeVisitor to lower any.dim to REDUCE_ANY in TOSA

3. Fix the failures in Arm backend: Add TOSA support for logical not #9128

cc @digantdesai @freddan80 @per @zingo @oscarandersson8218

[pytorch-bot]

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❌ 2 New Failures, 1 Pending, 1 Unrelated Failure

As of commit 5f2d0bb with merge base 42d3952 ():

NEW FAILURES - The following jobs have failed:

• pull / unittest-buck / macos / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 3
• trunk / test-qnn-model (fp32, mb) / linux-job (gh)
  RuntimeError: Command docker exec -t 76df698d9c3b81b76ff385620e14c7a09ab84ebcbc83bcec7ca3ea4dd7e18bb5 /exec failed with exit code 1

BROKEN TRUNK - The following job failed but were present on the merge base:

👉 Rebase onto the `viable/strict` branch to avoid these failures

• trunk / test-arm-backend-delegation / linux-job (gh) (trunk failure)

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