Qualcomm AI Engine Direct - fix suite op

[haowhsu-quic]

Summary

• fix annotation logic for non arithmetic op
• partition out unsupported embedding_bag op
• use calibration input in suite test when verifying quantized op

Test plan

e.g. pytest --disable-warnings -c /dev/nul backends/test/suite/ -k test_split_size_dimensions[qnn_16a16w]

[pytorch-bot]

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/15162

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❌ 7 New Failures, 2 Unrelated Failures

As of commit 05f1e41 with merge base f81d768 ():

NEW FAILURES - The following jobs have failed:

• pull / test-samsung-models-linux / linux-job (gh)
  RuntimeError: Command docker exec -t d3896ad0a6e5a18dca67d20281b68c2319399403d577ecbe02d291aac4ad4867 /exec failed with exit code 1
• pull / test-static-llama-qnn-linux / linux-job (gh)
  test_llama_stories_110m
• pull / unittest-nxp-neutron / linux-job (gh)
  RuntimeError: Command docker exec -t dc31ae29ea05d50f88abcefb8aec38d8f33d11812b8d0f7bab930b33c465e672 /exec failed with exit code 1
• Test CUDA Builds / export-voxtral-cuda-non-quantized / linux-job (gh)
  RuntimeError: Command docker exec -t 8988ea7a9ac7bb62a8384d9d7e6b4b6ae0a1d7079b94a14b616dc49b0b348849 /exec failed with exit code 2
• Test CUDA Builds / export-voxtral-cuda-quantized-int4-tile-packed / linux-job (gh)
  RuntimeError: Command docker exec -t e536dcd20040a60c85fc8f8d61ab6b636d17c3f19afeb0490d9baeac9e209c89 /exec failed with exit code 2
• Test CUDA Builds / export-voxtral-cuda-quantized-int4-weight-only / linux-job (gh)
  RuntimeError: Command docker exec -t 932d9d287cc3091c76cbc5dc492f68eeb582e88dd53fa3aac0d6b4e96a5caed9 /exec failed with exit code 2
• Test Metal Backend / export-voxtral-metal-artifact / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 2

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

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

• pull / unittest / linux / linux-job (gh) (trunk failure)
• pull / unittest-editable / linux / linux-job (gh) (trunk failure)

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[haowhsu-quic]

Hi @cccclai, if the framework change makes sense to you. I still need some time to test all the decoder models thoroughly since the annotation change of concat will somewhat impact the accuracy of kv_cache. Will ping you again once all of them are well tested.

[cccclai]

It seems like some tests are failing..