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[PTQ] Extend layers list for BiasCorrection

Open nikita-malininn opened this issue 1 year ago • 1 comments

Changes

  • Extended OPERATIONS_WITH_BIAS for BiasCorrection algorithm;
  • Extended conformance test scope with the mobilenetv3 + BiasCorrection;

Reason for changes

  • List extension would allow us to restore accuracy for the specific models;
  • To observe differences between BiasCorrection algorithms;

Related tickets

  • 133198

Tests

  • manual/post_training_quantization/326/ - passed

nikita-malininn avatar Mar 07 '24 10:03 nikita-malininn

Codecov Report

Attention: Patch coverage is 37.50000% with 5 lines in your changes are missing coverage. Please review.

Project coverage is 84.84%. Comparing base (08e4833) to head (e489968). Report is 17 commits behind head on develop.

Additional details and impacted files

Impacted file tree graph

@@             Coverage Diff             @@
##           develop    #2555      +/-   ##
===========================================
- Coverage    90.89%   84.84%   -6.05%     
===========================================
  Files          498      492       -6     
  Lines        45553    45134     -419     
===========================================
- Hits         41405    38294    -3111     
- Misses        4148     6840    +2692     
Files Coverage Δ
nncf/openvino/graph/metatypes/groups.py 100.00% <100.00%> (ø)
...lgorithms/fast_bias_correction/openvino_backend.py 0.00% <0.00%> (-98.44%) :arrow_down:
nncf/openvino/graph/node_utils.py 32.94% <25.00%> (-65.87%) :arrow_down:

... and 76 files with indirect coverage changes

Flag Coverage Δ
COMMON 43.93% <0.00%> (+1.19%) :arrow_up:
ONNX 34.65% <0.00%> (-0.12%) :arrow_down:
OPENVINO ∅ <ø> (∅)
TENSORFLOW 29.85% <0.00%> (+0.26%) :arrow_up:
TORCH 65.78% <37.50%> (-0.23%) :arrow_down:

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

Components Coverage Δ
common 93.12% <ø> (-0.64%) :arrow_down:
torch 93.60% <ø> (+0.16%) :arrow_up:
tensorflow 93.74% <ø> (+0.01%) :arrow_up:
onnx 93.05% <ø> (ø)
openvino 25.58% <37.50%> (-68.49%) :arrow_down:
ptq 69.78% <0.00%> (-17.97%) :arrow_down:

codecov[bot] avatar Mar 07 '24 10:03 codecov[bot]