[enhancement] SVE Implementation of sumWithSIMD

[rakshithgb-fujitsu]

Implementation of sumWithSIMD for double and float in SVE. This implementation also enables multithreading of this function on ARM with SVE (previously this path was enabled only for intel compiler on x86). This PR achieves almost 3.3x speed up over the original for Linear Regression (tested on AWS Graviton m7g.8x). Even Ridge regression takes advantage of this improvement.

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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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[Vika-F]

/intelci: run

[Vika-F]

Please use clang-format 14.0 (can be installed using pip) to fix the formatting.

[Vika-F]

/intelci: run

[rakshithgb-fujitsu]

Please use clang-format 14.0 (can be installed using pip) to fix the formatting.

I did use clang-format-14.