Adding test for CadenceWakeWordQuantizer

[RahulC7]

Summary: As title.

Differential Revision: D88898933

[pytorch-bot]

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As of commit e3ca0d9 with merge base a1665c5 ():

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• pull / android / run-emulator (gh) (#16137)
  Timeout waiting for emulator to boot.

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[Copilot]

Pull request overview

This PR adds test coverage for four Cadence quantizers that were previously missing tests: CadenceWakeWordQuantizer, CadenceWith16BitConvActivationsQuantizer, CadenceWithLayerNormQuantizer, and CadenceWithSoftmaxQuantizer. The TODO comments for these quantizers are removed from the exclusion list.

Key changes:

• Adds five new test cases to QUANTIZER_ANNOTATION_TEST_CASES covering conv1d, conv2d, softmax, layer_norm, and add operations
• Implements five new graph builder helper methods for constructing test graphs for each operation type
• Removes four quantizers from EXCLUDED_FROM_ANNOTATION_TESTING set

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[Copilot]

The CadenceWakeWordQuantizer includes both AddPattern and CatPattern (for add and cat operations), but this test only covers the add operation. Consider adding a test case for the cat operation to ensure complete coverage of CadenceWakeWordQuantizer's functionality.

[Copilot]

Pull request overview

Copilot reviewed 1 out of 1 changed files in this pull request and generated 1 comment.

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[Copilot]

The single_op_builder import is not used anywhere in the file. All the new graph builder methods use GraphBuilder() directly. This import should be removed to keep the code clean.

Suggested change

	from executorch.backends.cadence.aot.graph_builder import GraphBuilder, single_op_builder
	from executorch.backends.cadence.aot.graph_builder import GraphBuilder

[Copilot]

Pull request overview

Copilot reviewed 1 out of 1 changed files in this pull request and generated no new comments.

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