Add validations to torchao

[atalman]

This is the first PR adding validations to the torch ao

[pytorch-bot]

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/ao/453

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❌ 1 New Failure

As of commit 3ae2235 with merge base 6486a33 ():

NEW FAILURE - The following job has failed:

• Run Regression Tests / test (CPU Nightly, linux.4xlarge, --pre torch --index-url https://download.pytorch.org/whl/nightl... / linux-job (gh)
  RuntimeError: Command docker exec -t 90500db07d222c30a4f2704b4ead89d7be0cab851ab98e5dd242ebdade2f1655 /exec failed with exit code 2

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