onnxruntime

754ee21f - OVEP: Bug Fixes, Refactoring, and Contrib Ops Update (#23742)

OVEP: Bug Fixes, Refactoring, and Contrib Ops Update (#23742) ### Description This pull request combines multiple improvements, bug fixes for the OpenVINO Execution Provider (OVEP). The changes are summarized as follows: 1. Support for various contrib Ops in OVEP. 2. Dimension Check Fixes for Greater, Pad, and MAX Ops: Fixed dimension check failures for the Greater, Pad, and MAX ops in OVEP, ensuring they now pass validation for all supported models. 3. Refactor Core and Shared Context Lifetimes: Refactored the lifetimes of the OpenVINO core and shared context to remove dependency on shutdown calls. This change avoids relying on static lifetime management and improves stability and resource cleanup. 4. Fix for Duplicate DQ Node Removal: Addressed an issue where duplicate Dequantize (DQ) nodes that were initializers were incorrectly removed. Initializers should always be preserved, and this fix ensures that all duplicate DQ nodes that are initializers are retained. --------- Co-authored-by: Ankit Maheshkar <ankit.maheshkar@intel.com> Co-authored-by: n1harika <niharika.sathish@intel.com> Co-authored-by: rayngun <103146671+rayngun@users.noreply.github.com> Co-authored-by: jatinwadhwa921 <110383850+jatinwadhwa921@users.noreply.github.com> Co-authored-by: Eric Crawford <eric.r.crawford@intel.com> Co-authored-by: Surendar Rama Sitaraman <surendar.rama.sitaraman@intel.com>