add parakeet into cuda benckmark ci

[pytorchbot]

This PR was created by the merge bot to help merge the original PR into the main branch.
ghstack PR number: #17182 by @Gasoonjia
^ Please use this as the source of truth for the PR details, comments, and reviews
ghstack PR base: https://github.com/pytorch/executorch/tree/gh/gasoonjia/115/base
ghstack PR head: https://github.com/pytorch/executorch/tree/gh/gasoonjia/115/head
Merge bot PR base: https://github.com/pytorch/executorch/tree/main
Merge bot PR head: https://github.com/pytorch/executorch/tree/gh/gasoonjia/115/orig
Differential Revision: D92208958
@diff-train-skip-merge

[pytorch-bot]

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/17295

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❌ 6 New Failures, 2 Unrelated Failures

As of commit a381e86 with merge base fdb386c ():

NEW FAILURES - The following jobs have failed:

• pull / test-samsung-models-linux / linux-job (gh)
  test_inception_v3_fp16
• pull / unittest / linux / linux-job (gh)
  RuntimeError: Command docker exec -t 9dd8b946d45ebfd541831b0a61158769e06d5bf376e73c6e58ebb164151956c0 /exec failed with exit code 1
• pull / unittest-editable / linux / linux-job (gh)
  RuntimeError: Command docker exec -t 466f774b3bbdfe72e8461cbfa9a1306cda7d0fae57edd1776dea2389bf961e8e /exec failed with exit code 1
• pull / unittest-editable / macos / macos-job (gh)
  backends/xnnpack/test/ops/test_sqrt.py::TestSqrt::test_fp16_sqrt
• Test CUDA Builds / test-cuda-pybind (gemma3-4b, --quantize) / linux-job (gh)
  RuntimeError: Command docker exec -t 00b2d3b52115200713520f2b3c5af97bf15ae65b3228b50c8cb948e237b64801 /exec failed with exit code 1
• Test CUDA Builds / test-cuda-pybind (gemma3-4b) / linux-job (gh)
  RuntimeError: Command docker exec -t 4516d9a2a03ef160001223d7f32ec1f0a87a3b4c9286192363ec1d9e5f69ee9f /exec failed with exit code 1

FLAKY - The following job failed but was likely due to flakiness present on trunk:

• pull / test-coreml-bc-macos (macos-m2-stable) / macos-job (gh) (matched macos rule in flaky-rules.json)
  File doesn't exist

BROKEN TRUNK - The following job failed but was present on the merge base:

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

• pull / unittest / 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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