Update e2e tests to use convert_model

[AlexanderDokuchaev]

Changes

• Update torch examples, added argument --export-model-path instead of --to-onnx that select output type by suffix '.xml' or '.onnx'.
• Update tests to use Command to run examples.
• Remove tests of q_dq export path.
• Remove code to make html report, now metrics dumps in results.csv.
• Added "build url" in results.csv.
• Actualize reference metrics.
• Move normalization of input to accuracy cheker configs.
• Use target_ov and target_pt to define reference metrics for backends.
• Skip test unet_mapillary_int8 and unet_mapillary_magnitude_sparsity_int8 models by 123448.
• Skip resnet18_imagenet_binarization_dorefa model by 22543.

Updates in CI:

• Update script to report final e2e_result.html for e2e tests.
• Now if any test falls trigger_job will be fails.

After merge requires update ci-pipelines.

Related tickets

117885

Tests

tests/torch/test_sota_checkpoints.py

TODO

• update metrics after merge Switch PyTorch PTQ to common implementation #2227
• check metrics after Use torch 2.1 and remove torch 1.13 #2211

[codecov]

Codecov Report

Merging #2152 (ae3f3cd) into develop (b4b2e19) will increase coverage by 53.92%.
Report is 13 commits behind head on develop.
The diff coverage is n/a.

Additional details and impacted files

@@             Coverage Diff              @@
##           develop    #2152       +/-   ##
============================================
+ Coverage    36.60%   90.53%   +53.92%     
============================================
  Files          485      486        +1     
  Lines        43722    43862      +140     
============================================
+ Hits         16006    39709    +23703     
+ Misses       27716     4153    -23563     

Flag	Coverage Δ
COMMON	15.82% <ø> (+<0.01%)	⬆️
ONNX	33.83% <ø> (+0.01%)	⬆️
OPENVINO	38.66% <ø> (?)
TENSORFLOW	30.02% <ø> (?)
TORCH	62.68% <ø> (?)

Flags with carried forward coverage won't be shown. Click here to find out more.

see 347 files with indirect coverage changes

[vshampor]

Good to see usage of dataclasses, test fixtures and type hints - don't forget to take opportunities to set up type hints even if they weren't therer before.

[AlexanderDokuchaev]

view/all/job/ci-maintenance/job/pt_e2e_tests/job/NNCF/job/nightly/job/TriggerBetta/55
view/all/job/ci-maintenance/job/pt_e2e_tests/job/NNCF/job/nightly/job/TriggerBetta/57 (with fixed reference)

[alexsu52]

Could you provide summary results and builds?

[AlexanderDokuchaev]

@alexsu52 ci-maintenance/job/pt_e2e_tests/job/NNCF/job/nightly/job/TriggerBetta/75/

All comments were reviewed

[alexsu52]

Great stuff!!!