PyTorch Tutorial Audit - OpenVINO Quantizer

[sekyondaMeta]

This issue is created because the following doc pages have been marked as containing mentions of/using one of the outdated PyTorch technologies:

https://github.com/pytorch/tutorials/blob/main/prototype_source/openvino_quantizer.rst

Follow this checklist to address the issues in this page:

• If page is irrelevant, delete it and ignore below checkboxes
• Tutorial runs without errors:
  • in Google Colab or appropriate hardware
  • as a Python script.
• Verify that none of the following outdated technologies are present in this doc:
  • FSDP1
  • TorchScript
  • Torchserve
  • FX tracing
  • Old TorchMobile (all should reference ExecuTorch)
• The doc does not reference old versions of PyTorch except to reference the minimum required version and is free of phrases like "In PyTorch 1.8".
• The outputs of the tutorials do not contain deprecation warnings.
• The tutorial clearly states the prerequisites including the PyTorch version, OS platform, and any special hardware needed.
• The tutorial follows the template.
• All CI checks pass
• Add the module:docs label to the PR

If we don't see a pull request by July 31, we will start deprecating the above mentioned tutorials.

cc @jgong5 @mingfeima @XiaobingSuper @sanchitintel @ashokei @jingxu10 @ZailiWang @ZhaoqiongZ @leslie-fang-intel @Xia-Weiwen @sekahler2 @CaoE @zhuhaozhe @Valentine233

[svekars]

cc: @daniil-lyakhov @anzr299 @alexsu52, @ynimmaga, @AlexKoff88

[daniil-lyakhov]

Hello, @sekyondaMeta, @svekars! Thank you for the notification! We are working on the migration in our repo, I'll open a follow up PR to the pytorch tutorials ASAP. Please assign this ticket to myself, if possible