[ModelZoo] Port CSN checkpoint from VMZ

[dreamerlin]

No description provided.

[codecov]

Codecov Report

Merging #945 (2ad5349) into master (1f9dedc) will decrease coverage by 0.06%.
The diff coverage is n/a.

❗ Current head 2ad5349 differs from pull request most recent head 9eb1048. Consider uploading reports for the commit 9eb1048 to get more accurate results

@@            Coverage Diff             @@
##           master     #945      +/-   ##
==========================================
- Coverage   83.77%   83.70%   -0.07%     
==========================================
  Files         132      132              
  Lines       10056     9983      -73     
  Branches     1733     1722      -11     
==========================================
- Hits         8424     8356      -68     
+ Misses       1212     1211       -1     
+ Partials      420      416       -4     

Flag	Coverage Δ
unittests	83.70% <ø> (-0.07%)	⬇️

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Impacted Files	Coverage Δ
mmaction/models/backbones/resnet3d_csn.py	97.36% <ø> (ø)
mmaction/utils/decorators.py	93.33% <0.00%> (-6.67%)	⬇️
mmaction/utils/precise_bn.py	86.95% <0.00%> (-2.60%)	⬇️
mmaction/models/backbones/tanet.py	94.23% <0.00%> (-1.93%)	⬇️
mmaction/core/evaluation/ava_utils.py	81.74% <0.00%> (-0.66%)	⬇️
.../evaluation/ava_evaluation/per_image_evaluation.py	82.85% <0.00%> (-0.25%)	⬇️
mmaction/datasets/pipelines/augmentations.py	92.75% <0.00%> (-0.23%)	⬇️
...tion/ava_evaluation/object_detection_evaluation.py	70.65% <0.00%> (-0.18%)	⬇️
mmaction/models/backbones/resnet_audio.py	81.15% <0.00%> (-0.14%)	⬇️
mmaction/models/heads/bbox_head.py	91.47% <0.00%> (ø)
... and 4 more

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[dreamerlin]

These files are directly ported from VMZ without training, are they still needed to write into meta files?

[dreamerlin]

@kennymckormick

[kennymckormick]

Please remove the fields like gpu_mem and inference_time for now (since they are not systematically evaluated now). Also, the field 'FLOPs' should be included.