Add validation at the begin of training #7107
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wyli
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Oct 10, 2023
Fixes #7107 . ### Description This PR added support to optionally execute validation at training start first, this is useful for transfer learning to validate the initial model. ### 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: Nic Ma <nma@nvidia.com>
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Is your feature request related to a problem? Please describe.
For some transfer-learning use cases, people may need to execute validation first before training.
We can enhance the
ValidationHandlerto support it:https://github.com/Project-MONAI/MONAI/blob/dev/monai/handlers/validation_handler.py#L30
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