* set model_snapshot_path to None to prevent unbound local error

* address PR comments with pythonic usage, fix README

* small change

* revert formatting changes

Co-authored-by: Ankith Gunapal <agunapal@ischool.Berkeley.edu>

Bumps [onnx](https://github.com/onnx/onnx) from 1.16.0 to 1.17.0.
- [Release notes](https://github.com/onnx/onnx/releases)
- [Changelog](https://github.com/onnx/onnx/blob/main/docs/Changelog-ml.md)
- [Commits](onnx/onnx@v1.16.0...v1.17.0)

---
updated-dependencies:
- dependency-name: onnx
  dependency-type: direct:development
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* Added OV SDXL registration to chat_bot app

* sdxl image generation

* pass model params

* fixes

* fixes

* llm-sd pipeline

* store images

* need to fix sd_xl checkbox

* fix for num_of_img==1

* fix for 1 img, total time

* perf fixes

* fixes

* llm with torch.compile

* fixed tocken auth issue, ui fixes

* gpt fast version, bad quality of output prompts

* rm extra files, updated readme

* added llama params, sd default res 768, better prompts

* fix, updated default workers num

* button for prompts generation

* fix

* fix

* Changed SDXL to LCM SDXL

* updated lcm example

* updated lcm example

* updated lcm example

* add llm_sd_app

* Updated llm_diffusion_serving_app

* Updated llm_diffusion_serving_app

* Update llm_diffusion_serving_app

* Update llm_diffusion_serving_app

* Update examples/usecases/llm_diffusion_serving_app/Readme.md

Co-authored-by: Ankith Gunapal <agunapal@ischool.Berkeley.edu>

* Update llm_diffusion_serving_app

* update llm_diffusion_serving_app

* update llm_diffusion_serving_app

* update llm_diffusion_serving_app

* Update llm_diffusion_serving_app

* Update llm_diffusion_serving_app

* Minor Updates, Added sd_benchmark

* Add docs for llm_diffusion_serving_app

* Apply suggestions from code review

Co-authored-by: Ankith Gunapal <agunapal@ischool.Berkeley.edu>

* Update llm_diffusion_serving_app, fix linter issues

* Update img, add assests

* update readme

---------

Co-authored-by: likholat <anna.likholat@gmail.com>
Co-authored-by: likholat <anna.likholat@intel.com>
Co-authored-by: suryasidd <surya.siddharth.pemmaraju@intel.com>
Co-authored-by: Ankith Gunapal <agunapal@ischool.Berkeley.edu>

* Add AMD backend support

* Add AMD frontend support

* Add Dockerfile.rocm

Co-authored-by: Samu Tamminen <stammine@amd.com>

* Add AMD documentation

* Fix null pointer bug with populateAccelerators trying to get null AppleUtil GPU env value

* Fix formatting

---------

Co-authored-by: Rony Leppänen <rleppane@amd.com>
Co-authored-by: Anders Smedegaard Pedersen <asmedega@amd.com>
Co-authored-by: Samu Tamminen <stammine@amd.com>

* Add Apple system metrics support

Co-authored-by: Bipradip Chowdhury <bichowdh@amd.com>
Co-authored-by: Rony Leppänen <rleppane@amd.com>
Co-authored-by: Anders Smedegaard Pedersen <asmedega@amd.com>

* Fix ModelServerTest.testMetricManager for other HW vendors

* Add GPUUtilization as expect metric

---------

Co-authored-by: Bipradip Chowdhury <bichowdh@amd.com>
Co-authored-by: Rony Leppänen <rleppane@amd.com>
Co-authored-by: Anders Smedegaard Pedersen <asmedega@amd.com>