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[Enhance] Benchmark PAConv on S3DIS dataset #809

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merged 13 commits into from
Jul 31, 2021

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@Wuziyi616 Wuziyi616 commented Jul 30, 2021

Release PAConv model on S3DIS semantic segmentation task.

Just FYI, the paper's result is 66.33% while ours is 66.65%.

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@ZwwWayne checkpoint and log need to be uploaded

@Wuziyi616 Wuziyi616 requested a review from ZwwWayne July 30, 2021 13:51
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codecov bot commented Jul 30, 2021

Codecov Report

Merging #809 (7cecec4) into master (43b4632) will increase coverage by 0.12%.
The diff coverage is 100.00%.

❗ Current head 7cecec4 differs from pull request most recent head bc7ede1. Consider uploading reports for the commit bc7ede1 to get more accurate results
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@@            Coverage Diff             @@
##           master     #809      +/-   ##
==========================================
+ Coverage   49.03%   49.16%   +0.12%     
==========================================
  Files         210      210              
  Lines       15964    15965       +1     
  Branches     2547     2547              
==========================================
+ Hits         7828     7849      +21     
+ Misses       7634     7614      -20     
  Partials      502      502              
Flag Coverage Δ
unittests 49.16% <100.00%> (+0.12%) ⬆️

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Impacted Files Coverage Δ
mmdet3d/datasets/pipelines/transforms_3d.py 90.41% <100.00%> (+0.01%) ⬆️
mmdet3d/models/segmentors/encoder_decoder.py 21.98% <0.00%> (+1.04%) ⬆️
mmdet3d/ops/group_points/group_points.py 33.33% <0.00%> (+2.15%) ⬆️
mmdet3d/models/decode_heads/paconv_head.py 56.25% <0.00%> (+12.50%) ⬆️
mmdet3d/ops/pointnet_modules/paconv_sa_module.py 50.79% <0.00%> (+22.22%) ⬆️

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@ZwwWayne ZwwWayne merged commit 5258fe9 into open-mmlab:master Jul 31, 2021
@Wuziyi616 Wuziyi616 deleted the paconv_benchmark branch July 31, 2021 09:50
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2 participants