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Enable multi-gpu data analyser #6182

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heyufan1995 opened this issue Mar 20, 2023 · 0 comments · Fixed by #6202
Closed

Enable multi-gpu data analyser #6182

heyufan1995 opened this issue Mar 20, 2023 · 0 comments · Fixed by #6202
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@mingxin-zheng @heyufan1995
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Auto3DSeg enhance...

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@heyufan1995
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Add multi-gpu support (as default) for data analyser
@heyufan1995 heyufan1995 mentioned this issue Mar 20, 2023
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@daguangxu daguangxu removed this from MONAI v1.2 Mar 20, 2023
wyli pushed a commit that referenced this issue Apr 11, 2023
@heyufan1995
Adding support for Multi-GPU data analyzer #6182 (#6202)
6a7f35b 
Fixes #6182  .
fixes #6114 
Added multi-gpu support for data analyzer.
Tested on NGC using 4 16g V100 for total segmentator
Speed up:
4 GPU: data analysis 6.90 mins (9.2 mins including yaml export)
1 GPU: data analysis 22.98 mins (25.33 mins including yaml export)


### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: heyufan1995 <[email protected]>
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MONAI v1.2
Status: Done
Milestone
Auto3DSeg enhancement [P0 v1.2]
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Adding support for Multi-GPU data analyzer #6182 heyufan1995/MONAI
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@mingxin-zheng @heyufan1995