Adding test for CadenceWithSoftmaxQuantizer

[RahulC7]

Summary:
Add annotation tests for CadenceWithSoftmaxQuantizer.

https://www.internalfb.com/code/fbsource/[01c566b03c670b1869136cbb64f25d16d730c8d4]/fbcode/executorch/backends/cadence/aot/quantizer/quantizer.py?lines=360-369

Reviewed By: hsharma35

Differential Revision: D88896712

[pytorch-bot]

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/16206

• 📄 Preview Python docs built from this PR

Note: Links to docs will display an error until the docs builds have been completed.

❗ 1 Active SEVs

There are 1 currently active SEVs. If your PR is affected, please view them below:

• B200 runners are down due to network issues

❌ 1 New Failure, 1 Cancelled Job, 1 Unrelated Failure

As of commit 98af640 with merge base daf93a1 ():

NEW FAILURE - The following job has failed:

• pull / unittest-arm-backend-with-no-fvp (test_pytest_ops) / linux-job (gh)
  RuntimeError: Command docker exec -t 56712a0f6d4565914449c20b53beccd4484c180107cf78b3be3cc5b464155b7a /exec failed with exit code 1

CANCELLED JOB - The following job was cancelled. Please retry:

• pull / unittest-buck / macos / macos-job (gh)
  ##[error]The operation was canceled.

UNSTABLE - The following job is marked as unstable, possibly due to flakiness on trunk:

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

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

[meta-codesync]

@RahulC7 has exported this pull request. If you are a Meta employee, you can view the originating Diff in D88896712.

[github-actions]

This PR needs a release notes: label

If your change should be included in the release notes (i.e. would users of this library care about this change?), please use a label starting with release notes:. This helps us keep track and include your important work in the next release notes.

To add a label, you can comment to pytorchbot, for example
@pytorchbot label "release notes: none"

For more information, see
https://github.com/pytorch/pytorch/wiki/PyTorch-AutoLabel-Bot#why-categorize-for-release-notes-and-how-does-it-work.

[Copilot]

Pull request overview

This PR adds comprehensive test coverage for CadenceWithSoftmaxQuantizer and CadenceWith16BitConvActivationsQuantizer by removing them from the exclusion list and adding corresponding annotation tests. The changes ensure all A16 (16-bit activation) quantizers have proper test coverage for their annotation behavior.

Key changes:

• Removed CadenceWithSoftmaxQuantizer and CadenceWith16BitConvActivationsQuantizer from the excluded quantizers list
• Added three new parameterized test cases for conv1d, conv2d, and softmax operations with A16 quantization
• Implemented helper methods _build_conv1d_graph, _build_conv2d_graph, and _build_softmax_graph following the established testing pattern

---

💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.

[Copilot]

Pull request overview

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

---

💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.

[Copilot]

Pull request overview

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

---

💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.