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Auto3DSeg ensemble needs to take images from different devices #6361

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mingxin-zheng opened this issue Apr 14, 2023 · 1 comment
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Auto3DSeg ensemble needs to take images from different devices #6361

mingxin-zheng opened this issue Apr 14, 2023 · 1 comment
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@mingxin-zheng
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Describe the bug
Referece link:
Project-MONAI/research-contributions#211

Different algorithms may return results on different devices (CPU or GPU) , e.g. if algo didn't have enough gpu memory it may do CPU based slidingwindow inference. So than when we do Ensembling, some internal function concatinate the predictions and it fails, since the predictions are on different devices.
@wyli wyli mentioned this issue Apr 14, 2023
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@wyli wyli added the bug Something isn't working label Apr 14, 2023
@wyli wyli added this to MONAI v1.2 Apr 14, 2023
@myron myron mentioned this issue Apr 14, 2023
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wyli pushed a commit that referenced this issue Apr 15, 2023
@myron
Ensure ensemble preds are on the same device (#6368)
888ad2f 
Fixes # #6361

Ensures ensemble preds are on the same device

---------

Signed-off-by: myron <amyronenko@nvidia.com>
@wyli
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wyli commented Apr 19, 2023

Addressed by #6368

@wyli wyli closed this as completed Apr 19, 2023
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MONAI v1.2
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