Support loss dynamics tracking for CustomSingleStageDetector

[vinnamkim]

Summary

• Ticket no. 93287
• Add training loss dynamics exportation feature for CustomSingleStageDetector model.

How to test

I added unit tests about this change.

Checklist

• I have added unit tests to cover my changes.​
• I have added integration tests to cover my changes.​
• I have added e2e tests for validation.
• I have added the description of my changes into CHANGELOG in my target branch (e.g., CHANGELOG in develop).​
• I have updated the documentation in my target branch accordingly (e.g., documentation in develop).
• I have linked related issues.

License

• I submit my code changes under the same Apache License that covers the project.
  Feel free to contact the maintainers if that's a concern.
• I have updated the license header for each file (see an example below).

# Copyright (C) 2023 Intel Corporation
# SPDX-License-Identifier: Apache-2.0

[codecov-commenter]

Codecov Report

Patch coverage: 95.76% and project coverage change: +0.50 🎉

Comparison is base (1b09c03) 79.53% compared to head (58ee987) 80.04%.

Additional details and impacted files

@@             Coverage Diff             @@
##           develop    #2115      +/-   ##
===========================================
+ Coverage    79.53%   80.04%   +0.50%     
===========================================
  Files          461      463       +2     
  Lines        34076    34515     +439     
===========================================
+ Hits         27102    27626     +524     
+ Misses        6974     6889      -85     

Flag	Coverage Δ
py310	80.04% <95.76%> (+0.51%)	⬆️
py38	80.02% <95.76%> (+0.50%)	⬆️
py39	80.02% <95.76%> (+0.49%)	⬆️

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

Impacted Files	Coverage Δ
otx/algorithms/detection/adapters/mmdet/task.py	85.42% <66.66%> (-0.13%)	⬇️
...ithms/detection/adapters/mmdet/models/loss_dyns.py	77.27% <77.27%> (ø)
otx/core/data/noisy_label_detection/base.py	89.28% <90.00%> (-1.20%)	⬇️
...on/adapters/mmdet/models/heads/custom_atss_head.py	91.13% <94.38%> (+65.80%)	⬆️
...ion/adapters/mmdet/models/heads/custom_ssd_head.py	87.41% <95.18%> (+41.14%)	⬆️
...ication/adapters/mmcls/models/classifiers/mixin.py	96.55% <100.00%> (-0.17%)	⬇️
...ithms/detection/adapters/mmdet/datasets/dataset.py	94.36% <100.00%> (+0.12%)	⬆️
...dapters/mmdet/datasets/pipelines/load_pipelines.py	97.87% <100.00%> (+0.04%)	⬆️
...ers/mmdet/models/detectors/custom_atss_detector.py	67.56% <100.00%> (+1.81%)	⬆️
...t/models/detectors/custom_single_stage_detector.py	72.00% <100.00%> (+7.05%)	⬆️
... and 6 more

... and 9 files with indirect coverage changes

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