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Update autoencoderkl_maisi.py to make it faster for non-tp cases #8331

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@Can-Zhao Can-Zhao commented Feb 6, 2025

When there is no need to perform tensor parallel, skip all the unnecessary splitting steps

Fixes # .

Description

A few sentences describing the changes proposed in this pull request.

Types of changes

  • Non-breaking change (fix or new feature that would not break existing functionality).
  • Breaking change (fix or new feature that would cause existing functionality to change).
  • New tests added to cover the changes.
  • Integration tests passed locally by running ./runtests.sh -f -u --net --coverage.
  • Quick tests passed locally by running ./runtests.sh --quick --unittests --disttests.
  • In-line docstrings updated.
  • Documentation updated, tested make html command in the docs/ folder.

Can-Zhao and others added 5 commits February 6, 2025 12:03
When there is no need to perform tensor parallel, skip all the unnecessary splitting steps
…github.com> I, Can Zhao <69829124+Can-Zhao@users.noreply.github.com>, hereby add my Signed-off-by to this commit: efdc623 I, Can Zhao <69829124+Can-Zhao@users.noreply.github.com>, hereby add my Signed-off-by to this commit: 131f7e6  Signed-off-by: Can Zhao <69829124+Can-Zhao@users.noreply.github.com>
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