[NNCF] Track and report u8, u4 constants in weight compression tests.

[YutingGao7]

Changes

[NNCF] Track and report u8, u4 constants in weight compression tests.

Reason for changes

This PR is for https://github.com/openvinotoolkit/nncf/issues/2565.

Related tickets

Tests

NUM_VAL_THREADS=8 pytest --data=./imagenet/val --output=./tmp tests/post_training/test_quantize_conformance.py

[codecov[bot]]

Codecov Report

All modified and coverable lines are covered by tests :white_check_mark:

Project coverage is 84.59%. Comparing base (edd397b) to head (45ee2ec). Report is 4 commits behind head on develop.

Additional details and impacted files

@@             Coverage Diff             @@
##           develop    #2571      +/-   ##
===========================================
- Coverage    90.83%   84.59%   -6.24%     
===========================================
  Files          498      498              
  Lines        45621    45574      -47     
===========================================
- Hits         41438    38552    -2886     
- Misses        4183     7022    +2839     

see 58 files with indirect coverage changes

Flag	Coverage Δ
COMMON	42.77% <ø> (+0.03%)	:arrow_up:
ONNX	34.78% <ø> (+<0.01%)	:arrow_up:
OPENVINO	?
TENSORFLOW	29.59% <ø> (+<0.01%)	:arrow_up:
TORCH	66.00% <ø> (+<0.01%)	:arrow_up:

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

Components	Coverage Δ
common	93.10% <ø> (-0.66%)	:arrow_down:
torch	93.44% <ø> (+<0.01%)	:arrow_up:
tensorflow	93.74% <ø> (+0.01%)	:arrow_up:
onnx	93.05% <ø> (ø)
openvino	25.58% <ø> (-68.49%)	:arrow_down:
ptq	67.31% <ø> (-20.43%)	:arrow_down:

[andrey-churkin]

@YutingGao7 Hi, are you still working on this task? Do you need any help? Please inform us if you do not plan to continue working on this task. Thanks!

[ljaljushkin]

Due to the lack of activity @YutingGao7 was unassigned from the issue and PR is closed