GEMM Blockscale ABQuant Optimization (#3620)

* GEMM Blockscale ABQuant Optimization

* Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* fix precommit error

* clean

* Fix

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Co-authored-by: Thomas Ning <Thomas.Ning@amd.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Ding, Yi <yi.ding@amd.com>