[executorch] Add coreml quant recipes

[abhinaykukkadapu]

Stack from ghstack (oldest at bottom):

• -> [executorch] Add coreml quant recipes #13387
• [executorch] Add TorchAO wrapper config to allow filter_fn for quantize_ #13386

Fixing tests for stack that got reverted: #13265

Adds coreml quant recipes after FP32/16 recipes added in #13121

Recipes added:

PT2E_INT8_STATIC
PT2E_INT8_WEIGHT_ONLY
INT4_WEIGHT_ONLY_PER_CHANNEL
INT4_WEIGHT_ONLY_PER_GROUP
INT8_WEIGHT_ONLY_PER_CHANNEL
INT8_WEIGHT_ONLY_PER_GROUP
CODEBOOK_WEIGHT_ONLY

Differential Revision: D80206542

[pytorch-bot]

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/13387

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❌ 3 New Failures, 1 Pending, 4 Unrelated Failures

As of commit 11d73d2 with merge base 46dd51a ():

NEW FAILURES - The following jobs have failed:

• Apple / build-benchmark-app / macos-job (gh)
• Apple / build-frameworks-ios / macos-job (gh)
• Build documentation / build (buck2) / Build doc (gh)
  At least one of the pre-conditions you specified did not hold

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

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

• Apple / build-demo-ios / macos-job (gh) (trunk failure)
• pull / unittest / macos / macos-job (gh) (trunk failure)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1
• pull / unittest-buck / macos / macos-job (gh) (trunk failure)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1
• pull / unittest-editable / macos / macos-job (gh) (trunk failure)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1

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This pull request was exported from Phabricator. Differential Revision: D80206542

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This pull request was exported from Phabricator. Differential Revision: D80206542

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This pull request was exported from Phabricator. Differential Revision: D80206542

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This pull request was exported from Phabricator. Differential Revision: D80206542

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This pull request was exported from Phabricator. Differential Revision: D80206542