[Enhance] New-style CPU training and inference. #1251
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@@ Coverage Diff @@
## master #1251 +/- ##
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- Coverage 90.29% 90.26% -0.03%
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Files 130 130
Lines 7549 7553 +4
Branches 1256 1257 +1
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+ Hits 6816 6818 +2
- Misses 526 528 +2
Partials 207 207
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MeowZheng
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Jan 28, 2022
bowenroom
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Feb 25, 2022
* [Enhance] New-style CPU training and inference. * assert mmcv version * SyncBN to BN in training and testing * SyncBN to BN in training and testing * upload untracked files to this branch * delete gpu_ids * fix bugs * assert args.gpu_id in train.py * use cfg.gpu_ids = [args.gpu_id] * use cfg.gpu_ids = [args.gpu_id] * fix typo * fix typo * fix typos
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Motivation
Refers to open-mmlab/mmdetection#7016, and it's based on open-mmlab/mmcv#1621
Also solute to open-mmlab/mmocr#752.
Note: Due to modification of
mmcv/parallel/_functions.py, see pr here.Due to deletion of above lines, so if use CPU function in this pr but mmcv is not the latest version, the error would be raised:
RuntimeError: Expected 4-dimensional input for 4-dimensional weight [64, 3, 3, 3], but got 5-dimensional input of size [1, 4, 3, 128, 128] instead