fix: add cycle linking for mkl_core(bazel)

[Alexandr-Solovev]

Description

PR introduces cycle linking for mkl_core library in bazel. It helps to avoid issues in tests.

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PR completeness and readability

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Testing

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Performance

• I have measured performance for affected algorithms using scikit-learn_bench and provided at least summary table with measured data, if performance change is expected.
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• I have extended benchmarking suite and provided corresponding scikit-learn_bench PR if new measurable functionality was introduced in this PR.

[Alexandr-Solovev]

/intelci: run

[Alexandr-Solovev]

/intelci: run

[Alexandr-Solovev]

/intelci: run