[BugFix] Reinitialize vmap callers after reset of vmap randomness

[vmoens]

Description

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Motivation and Context

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You can use the syntax close #15213 if this solves the issue #15213

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Types of changes

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• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds core functionality)
• Breaking change (fix or feature that would cause existing functionality to change)
• Documentation (update in the documentation)
• Example (update in the folder of examples)

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• I have updated the documentation accordingly.

[pytorch-bot]

🔗 Helpful Links

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❌ 11 New Failures, 1 Cancelled Job, 1 Pending, 5 Unrelated Failures

As of commit c7947fa with merge base f840a1a ():

NEW FAILURES - The following jobs have failed:

• Continuous Benchmark (PR) / CPU Pytest benchmark (gh)
  Process completed with exit code 1.
• Continuous Benchmark (PR) / GPU Pytest benchmark (gh)
  Process completed with exit code 1.
• Generate documentation / build-docs (3.9, 12.1) / linux-job (gh)
  No files were found with the provided path: /home/ec2-user/actions-runner/_work/_temp/artifacts/. No artifacts will be uploaded.
• Habitat Tests on Linux / tests (3.9, 12.1) / linux-job (gh)
  RuntimeError: Command docker exec -t 859512d1b71b2a3539e5a55bf3c9f3056eb994c2b9341f6cd1a8eb065452fcf9 /exec failed with exit code 139
• Lint / python-source-and-configs / linux-job (gh)
  RuntimeError: Command docker exec -t e5fd67037564cced340002ce5c85ee0b23bd8c2e325dcf865f8c24bdd3b4e317 /exec failed with exit code 1
• Unit-tests on Linux / tests-cpu (3.10) / linux-job (gh)
  test/test_cost.py::TestCQL::test_cql_reduction[sum]
• Unit-tests on Linux / tests-cpu (3.11) / linux-job (gh)
  test/test_cost.py::TestCQL::test_cql_reduction[sum]
• Unit-tests on Linux / tests-cpu (3.8) / linux-job (gh)
  test/test_cost.py::TestCQL::test_cql_reduction[sum]
• Unit-tests on Linux / tests-cpu (3.9) / linux-job (gh)
  test/test_cost.py::TestCQL::test_cql_reduction[sum]
• Unit-tests on Linux / tests-gpu (3.10, 12.1) / linux-job (gh)
  test/test_cost.py::TestCQL::test_cql_reduction[sum]
• Unit-tests on Windows / unittests-cpu / windows-job (gh)
  The process 'C:\Program Files\Git\cmd\git.exe' failed with exit code 128

CANCELLED JOB - The following job was cancelled. Please retry:

• Examples Tests on Linux / tests (3.9, 12.1) / linux-job (gh)
  ##[error]The operation was canceled.

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

• Libs Tests on Linux / unittests-gym (3.9, 12.1) / linux-job (gh) (matched linux rule in flaky-rules.json)
  The process '/usr/bin/git' failed with exit code 128
• Libs Tests on Linux / unittests-sklearn (3.9, 12.1) / linux-job (gh) (matched linux rule in flaky-rules.json)
  The process '/usr/bin/git' failed with exit code 128
• Unit-tests on Linux / tests-olddeps (3.8, 11.6) / linux-job (gh) (matched linux rule in flaky-rules.json)
  The process '/usr/bin/git' failed with exit code 128
• Unit-tests on Linux / tests-optdeps (3.10, 12.1) / linux-job (gh) (matched linux rule in flaky-rules.json)
  The process '/usr/bin/git' failed with exit code 128
• Unit-tests on Linux / tests-stable-gpu (3.10, 11.8) / linux-job (gh) (matched linux rule in flaky-rules.json)
  The process '/usr/bin/git' failed with exit code 128

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