Support pytorch1.13

[thibo73800]

General description of your pull request with the list of new features and/or bugs.

• New feature 1 : Support for pytorch 1.13

__torch_function__ was about to not be supported anymore. Switching to classmethod was required. The current implementation seem to still be compatible with pytorch 1.10. Note that this change is touching to the most important/breakable part of the aug tensor pipeline.

Open discussion: Should be update the doc to make pytorch 1.13 the default ? I think not before to check for pytorch lightning support.

By the way: c8ed7f6b1cdfeeec369447517af7321349df1e25

---

This pull request includes

• [ ] Bug fix (non-breaking change which fixes an issue)
• [x] New feature (non-breaking change which adds functionality)
• [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
• [ ] This change requires a documentation update

[thibo73800]

Going back to DRAFT, some issue with some training pipeline

[thibo73800]

@Data-Iab We can try to merge it.