3744 Add save_state utility to handle saving logic#3780
Merged
Nic-Ma merged 13 commits intoProject-MONAI:devfrom Feb 9, 2022
Merged
3744 Add save_state utility to handle saving logic#3780Nic-Ma merged 13 commits intoProject-MONAI:devfrom
save_state utility to handle saving logic#3780Nic-Ma merged 13 commits intoProject-MONAI:devfrom
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Signed-off-by: Nic Ma <[email protected]>
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Signed-off-by: Nic Ma <[email protected]>
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wyli
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Signed-off-by: Nic Ma <[email protected]>
Signed-off-by: Nic Ma <[email protected]>
Signed-off-by: Nic Ma <[email protected]>
Signed-off-by: Nic Ma <[email protected]>
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Hi @wyli , I totally updated the Thanks in advance. |
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Feb 9, 2022
wyli
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Feb 9, 2022
Signed-off-by: Nic Ma <[email protected]>
Signed-off-by: Nic Ma <[email protected]>
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Feb 9, 2022
* [DLMED] add save_state utility Signed-off-by: Nic Ma <[email protected]> * [DLMED] update according to comments Signed-off-by: Nic Ma <[email protected]> * [DLMED] update according to comments Signed-off-by: Nic Ma <[email protected]> * [DLMED] add atomic and func Signed-off-by: Nic Ma <[email protected]> * [DLMED] refactor saving logic Signed-off-by: Nic Ma <[email protected]> * [DLMED] fix flake8 Signed-off-by: Nic Ma <[email protected]> * [DLMED] restore persistent dataset Signed-off-by: Nic Ma <[email protected]> * [DLMED] simplify kwargs Signed-off-by: Nic Ma <[email protected]>
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Fixes #3744 .
Description
Currently, we already have the
copy_model_stateutility to help loadstate_dict, this PR added thesave_stateutility to help simplify the model saving logic. Users easy to face the multi-gpu saving issue (likestate_dict.modulein #3744 ) and may need to save multiple objects in a dict.And we also received the requests for such a saving utility from NVIDIA Clara users, especially when saving model in BYOW logic without ignite, etc.
Status
Ready
Types of changes
./runtests.sh -f -u --net --coverage../runtests.sh --quick --unittests --disttests.make htmlcommand in thedocs/folder.