[Algorithm] Update scripts with compile

[vmoens]

Stack from ghstack (oldest at bottom):

• (to be filled)

[pytorch-bot]

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/rl/2449

• 📄 Preview Python docs built from this PR

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

❌ 14 New Failures, 9 Unrelated Failures

As of commit 550b423 with merge base e294c68 ():

NEW FAILURES - The following jobs have failed:

• Examples Tests on Linux / tests (3.9, 12.1) / linux-job (gh)
  AttributeError: 'bool' object has no attribute 'any'
• Habitat Tests on Linux / tests (3.9, 12.1) / linux-job (gh)
  RuntimeError: Command docker exec -t 98304cabb3a9a2483eae54a4dbbc6d537836c31acac496ce914c56a9a8a42ec6 /exec failed with exit code 134
• Lint / python-source-and-configs / linux-job (gh)
  torchrl/objectives/value/advantages.py:659:9: F841 local variable 'device' is assigned to but never used
• Unit-tests on Linux / tests-cpu (3.10) / linux-job (gh)
  test/test_transforms.py::TestKLRewardTransform::test_kl_lstm
• Unit-tests on Linux / tests-cpu (3.11) / linux-job (gh)
  test/test_transforms.py::TestKLRewardTransform::test_kl_lstm
• Unit-tests on Linux / tests-cpu (3.12) / linux-job (gh)
  test/test_transforms.py::TestKLRewardTransform::test_kl_lstm
• Unit-tests on Linux / tests-cpu (3.9) / linux-job (gh)
  test/test_transforms.py::TestKLRewardTransform::test_kl_lstm
• Unit-tests on Linux / tests-cpu-oldget (3.12) / linux-job (gh)
  test/test_transforms.py::TestKLRewardTransform::test_kl_lstm
• Unit-tests on Linux / tests-gpu (3.11, 12.1) / linux-job (gh)
  test/test_transforms.py::TestKLRewardTransform::test_kl_lstm
• Unit-tests on Linux / tests-olddeps (3.8, 11.6) / linux-job (gh)
  RuntimeError: Command docker exec -t 76f14578a4598a5ded3526337d439d6d489a6e3182417421a59d73adb81e97b1 /exec failed with exit code 1
• Unit-tests on Linux / tests-optdeps (3.10, 12.1) / linux-job (gh)
  test/test_transforms.py::TestKLRewardTransform::test_kl_lstm
• Unit-tests on Linux / tests-stable-gpu (3.10, 11.8) / linux-job (gh)
  test/test_transforms.py::TestKLRewardTransform::test_kl_lstm
• Unit-tests on Windows / unittests-cpu / windows-job (gh)
  test/test_transforms.py::TestKLRewardTransform::test_kl_lstm
• Wheels / build-wheel-windows (3.10, 3.10.3) (gh)

FLAKY - The following jobs failed but were likely due to flakiness present on trunk:

• Continuous Benchmark (PR) / CPU Pytest benchmark (gh) (detected as infra flaky with no log or failing log classifier)
• Continuous Benchmark (PR) / GPU Pytest benchmark (gh) (detected as infra flaky with no log or failing log classifier)

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

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

• Build Windows Wheels / pytorch/rl (pytorch/rl, .github/scripts/td_script.sh, .github/scripts/version_script.bat, python ... / upload / wheel-py3_9-cpu (gh) (trunk failure)
• Build Windows Wheels / pytorch/rl (pytorch/rl, .github/scripts/td_script.sh, .github/scripts/version_script.bat, python ... / upload / wheel-py3_9-cuda11_8 (gh) (trunk failure)
• Build Windows Wheels / pytorch/rl (pytorch/rl, .github/scripts/td_script.sh, .github/scripts/version_script.bat, python ... / upload / wheel-py3_9-cuda12_1 (gh) (trunk failure)
• Build Windows Wheels / pytorch/rl (pytorch/rl, .github/scripts/td_script.sh, .github/scripts/version_script.bat, python ... / upload / wheel-py3_9-cuda12_4 (gh) (trunk failure)
• Wheels / build-wheel-windows (3.11, 3.11) (gh) (trunk failure)
• Wheels / build-wheel-windows (3.12, 3.12) (gh) (trunk failure)
• Wheels / build-wheel-windows (3.9, 3.9) (gh) (trunk failure)

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