[roman-janik-nxp]

Summary

Add non quantized FP32 model reference to nsys_testing.py. Adds the option to evaluate on unchanged FP32 model.

Test plan

Unit tests provided.

cc @robert-kalmar @JakeStevens @digantdesai @rascani

[pytorch-bot]

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/24898

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✅ You can merge normally! (2 Unrelated Failures)

As of commit 36d29b7 with merge base edce083 ():

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 / macos / macos-job (gh) (trunk failure)
  examples/models/muse-glimmer/tests/test_cuda_sequence_export_inputs.py::SequenceExportInputsTest::test_small_logits_example_preserves_token_and_embedding_capacity
• pull / unittest / windows / windows-job (gh) (trunk failure)
  .ci/scripts/tests/test_torchci_workflow.py::TorchciWorkflowTest::test_all_four_callers_have_the_intended_opt_in_and_permission

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[roman-janik-nxp]

Dropped the reference debug text generation as it is solved in: #23530.