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[Refactor] Unified parameter initialization #794

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@dreamerlin dreamerlin commented Apr 9, 2021

Motivation

Refactoring model initialization methods based MMCV. For more information, please refer to open-mmlab/mmcv#780

Dependency

open-mmlab/mmcv#780
open-mmlab/mmcv#884
open-mmlab/mmcv#893
open-mmlab/mmcv#899
open-mmlab/mmcv#902
open-mmlab/mmcv#918
open-mmlab/mmcv#930
open-mmlab/mmcv#959
open-mmlab/mmcv#971

Models

Action Recognition:

  • TSN
  • TSM
  • TSM Non-Local
  • R(2+1)D
  • I3D
  • SlowOnly
  • SlowFast
  • CSN
  • TIN
  • TPN
  • C3D
  • X3D
  • OmniSource
  • MultiModality: Audio
  • TANet

Temporal Action Detection:

  • BSN
  • BMN
  • SSN

Spatial Temporal Action Detection:

  • SlowOnly+Fast R-CNN
  • SlowFast+Fast R-CNN
  • Long-Term Feature Bank

@dreamerlin dreamerlin mentioned this pull request Apr 10, 2021
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codecov bot commented Apr 28, 2021

Codecov Report

Merging #794 (ba682e4) into master (6a252b8) will increase coverage by 0.00%.
The diff coverage is 83.48%.

❗ Current head ba682e4 differs from pull request most recent head 57474f9. Consider uploading reports for the commit 57474f9 to get more accurate results
Impacted file tree graph

@@           Coverage Diff           @@
##           master     #794   +/-   ##
=======================================
  Coverage   85.19%   85.20%           
=======================================
  Files         130      131    +1     
  Lines        9418     9415    -3     
  Branches     1591     1612   +21     
=======================================
- Hits         8024     8022    -2     
+ Misses        997      987   -10     
- Partials      397      406    +9     
Flag Coverage Δ
unittests 85.20% <83.48%> (+0.01%) ⬆️

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

Impacted Files Coverage Δ
mmaction/models/__init__.py 100.00% <ø> (ø)
mmaction/datasets/base.py 59.71% <30.00%> (-1.01%) ⬇️
mmaction/datasets/builder.py 44.18% <33.33%> (+1.00%) ⬆️
mmaction/datasets/pipelines/loading.py 89.60% <50.00%> (-0.49%) ⬇️
mmaction/models/recognizers/recognizer2d.py 90.24% <75.00%> (ø)
mmaction/models/recognizers/recognizer3d.py 96.29% <75.00%> (ø)
mmaction/datasets/pipelines/augmentations.py 92.98% <78.94%> (-1.88%) ⬇️
mmaction/datasets/samplers/distributed_sampler.py 87.30% <84.21%> (+65.07%) ⬆️
mmaction/models/heads/trn_head.py 93.47% <93.47%> (ø)
mmaction/datasets/rawframe_dataset.py 96.66% <100.00%> (+8.60%) ⬆️
... and 35 more

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