Fix quantization tests (#29914)

* revert back to torch 2.1.1

* run test

* switch to torch 2.2.1

* udapte dockerfile

* fix awq tests

* fix test

* run quanto tests

* update tests

* split quantization tests

* fix

* fix again

* final fix

* fix report artifact

* build docker again

* Revert "build docker again"

This reverts commit 399a5f9d9308da071d79034f238c719de0f3532e.

* debug

* revert

* style

* new notification system

* testing notfication

* rebuild docker

* fix_prev_ci_results

* typo

* remove warning

* fix typo

* fix artifact name

* debug

* issue fixed

* debug again

* fix

* fix time

* test notif with faling test

* typo

* issues again

* final fix ?

* run all quantization tests again

* remove name to clear space

* revert modfiication done on workflow

* fix

* build docker

* build only quant docker

* fix quantization ci

* fix

* fix report

* better quantization_matrix

* add print

* revert to the basic one

utils/notification_service.py

@@ -1056,7 +1056,6 @@ if __name__ == "__main__":
         "TensorFlow pipelines": "run_tests_tf_pipeline_gpu",
         "Examples directory": "run_examples_gpu",
         "Torch CUDA extension tests": "run_tests_torch_cuda_extensions_gpu_test_reports",
-        "Quantization tests": "run_tests_quantization_torch_gpu",
     }
 
     if ci_event in ["push", "Nightly CI"] or ci_event.startswith("Past CI"):
@@ -1077,7 +1076,6 @@ if __name__ == "__main__":
         "run_pipelines_tf_gpu": "TensorFlow pipelines",
         "run_examples_gpu": "Examples directory",
         "run_all_tests_torch_cuda_extensions_gpu": "Torch CUDA extension tests",
-        "run_tests_quantization_torch_gpu": "Quantization tests",
     }
 
     # Remove some entries in `additional_files` if they are not concerned.