Arm backend: Add full partition rejections

[AdrianLundell]

• Reject partitions that will be lowered to empty subgraphs, i.e. containing only clones/ noop expands.

  • Fix a bug exposed by the partition fix causing a infinite recursion search for qparams when mixing shared qspec ops and arithmetic ops.
  • For eye/one/zeros the graph is not really empty since it contains one constant, and this works now. Simply move the previosuly xfailing tests to MI/BI. (u55/ u85 still fails because of missing CPU ops)

• Reject partitions with non supported memory formats instead of failing these.

cc @digantdesai @freddan80 @per @zingo @oscarandersson8218

[pytorch-bot]

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• ghstack-mergeability-check and Check labels failing with 'Resource not accessible by integration'

❌ 12 New Failures, 4 Unrelated Failures

As of commit 12f2928 with merge base 90ff059 ():

NEW FAILURES - The following jobs have failed:

• Build documentation / build (buck2) / Build doc (gh)
  At least one of the pre-conditions you specified did not hold
• Lint / lintrunner / linux-job (gh)
  >>> Lint for backends/arm/tosa_partitioner.py:
• pull / test-moshi-linux / linux-job (gh)
  RuntimeError: Command docker exec -t ea8683247586c9a4acad8df8b86ab10058023685a55050af4740c6fe83d2eb88 /exec failed with exit code 1
• pull / unittest-arm-backend-with-no-fvp (test_pytest_models) / linux-job (gh)
  RuntimeError: Command docker exec -t 21594f7f10a85d65bd3225cc8f910707f9dd97d0efedeccfeb55fdc64313609a /exec failed with exit code 2
• pull / unittest-arm-backend-with-no-fvp (test_pytest_ops) / linux-job (gh)
  RuntimeError: Command docker exec -t 187f606ae3b089de3fffe7ddf1b0d4a13c62a2dbf87b8fcd3d1a8069b4b722cb /exec failed with exit code 1
• trunk / test-arm-backend (test_models_ethos-u55) / linux-job (gh)
  RuntimeError: Command docker exec -t 5734ddf7c8b48b2485db7b9830989c8f98de78daaab38d5654655ecb7e2f2ae3 /exec failed with exit code 1
• trunk / test-arm-backend (test_models_ethos-u85) / linux-job (gh)
  RuntimeError: Command docker exec -t 60f1ead721189511f290e957ec9f1feca35b03eb0039ccbcb8e8e17e7b537c05 /exec failed with exit code 1
• trunk / test-arm-backend (test_models_tosa) / linux-job (gh)
  RuntimeError: Command docker exec -t 42156c0c81bf4bc9d29b18ea73646fac2eb3a1afcc027ee71e04f8ce0d493ed2 /exec failed with exit code 1
• trunk / test-arm-backend (test_pytest_models_ethosu_fvp) / linux-job (gh)
  RuntimeError: Command docker exec -t 944aec90da43168ebb786c06937078d190543b9729f648bca70316e660142e83 /exec failed with exit code 2
• trunk / test-arm-backend (test_pytest_ops_ethosu_fvp) / linux-job (gh)
  RuntimeError: Command docker exec -t a9c46e677eda852f79bf8cf2886c42ae4fd13cefa835cb4d7dad8209c328c398 /exec failed with exit code 1
• trunk / test-arm-backend (test_run_ethosu_fvp) / linux-job (gh)
  RuntimeError: Command docker exec -t 5094a212890e0d62c9fa3ba259358410e056d2664407c00bfe79cc74f8ca265d /exec failed with exit code 1
• trunk / test-arm-ootb-linux / linux-job (gh)
  RuntimeError: Command docker exec -t c59fce5ea03675de168548e44a53f9a793392bfb5b3a667dca79c01db9f3940a /exec failed with exit code 1

FLAKY - The following jobs failed but were likely due to flakiness present on trunk:

• trunk / test-models-linux-aarch64 (add, portable, linux.arm64.2xlarge) / linux-job (gh) (detected as infra flaky with no log or failing log classifier)
• trunk / test-models-linux-aarch64 (emformer_join, xnnpack-quantization-delegation, linux.arm64.2xlarge) / linux-job (gh) (detected as infra flaky with no log or failing log classifier)

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

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

• pull / test-openvino-linux / linux-job (gh) (trunk failure)
  AttributeError: '_OpNamespace' 'quantized_decomposed' object has no attribute 'convert_element_type'
• trunk / test-models-arm-zephyr (add) / linux-job (gh) (trunk failure)
  ##[error]The operation was canceled.

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

[zingo]

Need a rebase, sorry :(

[AdrianLundell]

I'll wait with this PR until #12994 is merged