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Backports the following commits to 8.18:

…le-counting allocations. (elastic#131990)

This reverts commit 971cfb9.

The refactoring in 971cfb9 introduced a bug that could potentially lead to double-counting of the number of allocations in the trained model memory estimation.
@valeriy42 valeriy42 added :ml Machine learning >bug auto-merge-without-approval Automatically merge pull request when CI checks pass (NB doesn't wait for reviews!) backport Team:ML Meta label for the ML team labels Jul 28, 2025
@elasticsearchmachine elasticsearchmachine merged commit b62bb30 into elastic:8.18 Jul 28, 2025
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@valeriy42 valeriy42 deleted the backport/8.18/pr-131990 branch July 28, 2025 11:14
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auto-merge-without-approval Automatically merge pull request when CI checks pass (NB doesn't wait for reviews!) backport >bug :ml Machine learning Team:ML Meta label for the ML team v8.18.5

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