Ovep develop 1.21

[preetha-intel]

Description

OVEP development changes for ORT 1.21 Release

Motivation and Context

Has critical bug fixes Support for concurrency execution of models is enabled Support for OV 2024.5 Memory optimizations for NPU platform

[jywu-msft]

/azp run Linux OpenVINO CI Pipeline

[azure-pipelines[bot]]

Azure Pipelines successfully started running 1 pipeline(s).

[sfatimar]

@adrianlizarraga @jywu-msft Please review

[jywu-msft]

please fix lintrunner error https://github.com/microsoft/onnxruntime/actions/runs/11822465741/job/32940502475?pr=22824

[preetha-intel]

@jywu-msft Added the fix for pylint failure. Can you please retrigger the pipelines. Thanks

[jywu-msft]

/azp run Linux CPU CI Pipeline, Linux CPU Minimal Build E2E CI Pipeline, Linux GPU CI Pipeline, Linux GPU TensorRT CI Pipeline, Linux OpenVINO CI Pipeline, MacOS CI Pipeline, ONNX Runtime Web CI Pipeline, onnxruntime-binary-size-checks-ci-pipeline, Linux QNN CI Pipeline

[jywu-msft]

/azp run Windows CPU CI Pipeline, Windows GPU CI Pipeline, Windows GPU TensorRT CI Pipeline, Windows ARM64 QNN CI Pipeline, orttraining-linux-ci-pipeline, orttraining-linux-gpu-ci-pipeline, Windows x64 QNN CI Pipeline, Linux MIGraphX CI Pipeline, Big Models

[jywu-msft]

/azp run Linux Android Emulator QNN CI Pipeline, Windows GPU CUDA CI Pipeline, Windows GPU DML CI Pipeline, Windows GPU Doc Gen CI Pipeline

[azure-pipelines[bot]]

Azure Pipelines successfully started running 6 pipeline(s).

[azure-pipelines[bot]]

Azure Pipelines successfully started running 4 pipeline(s).

[azure-pipelines[bot]]

Azure Pipelines successfully started running 9 pipeline(s).