[Enhance] Formatting non distributed training and inference and Supporting CPU training.

[linyq17]

Refers to mmdetection/pull/7016, mmdetection/pull/7019 and mmclassification/pull/674

[codecov]

Codecov Report

Merging #42 (0059710) into main (38afc01) will increase coverage by 11.33%.
The diff coverage is 33.33%.

❗ Current head 0059710 differs from pull request most recent head da424f6. Consider uploading reports for the commit da424f6 to get more accurate results

@@             Coverage Diff             @@
##             main      #42       +/-   ##
===========================================
+ Coverage   60.25%   71.58%   +11.33%     
===========================================
  Files         116      116               
  Lines        7528     5547     -1981     
  Branches     1489     1073      -416     
===========================================
- Hits         4536     3971      -565     
+ Misses       2673     1300     -1373     
+ Partials      319      276       -43     

Flag	Coverage Δ
unittests	71.58% <33.33%> (+11.39%)	⬆️

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

Impacted Files	Coverage Δ
mmfewshot/detection/apis/train.py	17.80% <0.00%> (ø)
mmfewshot/classification/apis/train.py	20.00% <25.00%> (+1.66%)	⬆️
mmfewshot/__init__.py	83.33% <100.00%> (ø)
mmfewshot/utils/collect_env.py	0.00% <0.00%> (-36.37%)	⬇️
...wshot/classification/datasets/pipelines/loading.py	32.14% <0.00%> (-1.97%)	⬇️
mmfewshot/detection/core/utils/__init__.py	100.00% <0.00%> (ø)
mmfewshot/detection/models/detectors/__init__.py	100.00% <0.00%> (ø)
mmfewshot/detection/models/roi_heads/__init__.py	100.00% <0.00%> (ø)
mmfewshot/detection/models/dense_heads/__init__.py	100.00% <0.00%> (ø)
.../detection/models/roi_heads/bbox_heads/__init__.py	100.00% <0.00%> (ø)
... and 8 more

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