[WIP] Add transforms benchmark script

[NicolasHug]

No description provided.

[pytorch-bot]

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/vision/9179

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❌ 2 New Failures, 2 Unrelated Failures

As of commit b88b906 with merge base f515c45 ():

NEW FAILURES - The following jobs have failed:

• Docs / build / linux-job (gh)
  At least one of the pre-conditions you specified did not hold
• Lint / python-source-and-configs / linux-job (gh)
  benchmarks/benchmark_transforms.py:46:5: F401 'kornia.augmentation as KA' imported but unused

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

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

• Build Aarch64 Linux Wheels / pytorch/vision / build-wheel-py3_9-cuda-aarch6412_9-aarch64 (gh) (trunk failure)
  ImportError: /lib64/libm.so.6: version GLIBC_2.29' not found (required by /usr/local/cuda/lib64/libnvshmem_host.so.3)`
• Build Aarch64 Linux Wheels / pytorch/vision / upload / upload-wheel-py3_9-cuda-aarch6412_9-aarch64 (gh) (trunk failure)
  Unable to download artifact(s): Artifact not found for name: pytorch_vision__3.9_cu129_aarch64

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