Load initial scores with binary data files in CLI version#4807
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StrikerRUS merged 2 commits intomicrosoft:masterfrom Mar 26, 2022
Merged
Load initial scores with binary data files in CLI version#4807StrikerRUS merged 2 commits intomicrosoft:masterfrom
StrikerRUS merged 2 commits intomicrosoft:masterfrom
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@guolinke Could you please help to review this PR? |
guolinke
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This pull request has been automatically locked since there has not been any recent activity since it was closed. To start a new related discussion, open a new issue at https://github.com/microsoft/LightGBM/issues including a reference to this. |
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This is to fix #4786. Currently there's no way to load initial score when loading from binary data file in CLI version.
In
Metadata::LoadFromMemoryandMetadata::SaveBinaryToFile, other fields ofMetadatais handled, exceptinit_score_. The only way to set initial score when loading from binary data files is the call methods likeset_init_scorein Python, which is impossible for CLI version.The implementation goes like this: after loading from binary data files, checks whether there are initial score files exists. If so, initial scores are loaded.
The corresponding documentation for continual training is also updated.