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Implement validation for early stopping (#1709)
* implement validation for early stopping * fix some documents * fix error messages * implement gRPC API to verify parameters for early stopping * review: use early_stopping as gRPC API Co-authored-by: Andrey Velichkevich <andrey.velichkevich@gmail.com> * review: fix error description Co-authored-by: Andrey Velichkevich <andrey.velichkevich@gmail.com> * review: remove t.Run * review: remove condition to verify algorithmName for early stopping * remove description about updating gRPC API docs in kubeflow website Co-authored-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
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