Added Option for Kaiming He Layer Initialization#53
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Zach-Attach wants to merge 1 commit intoRLE-Foundation:mainfrom
Open
Added Option for Kaiming He Layer Initialization#53Zach-Attach wants to merge 1 commit intoRLE-Foundation:mainfrom
Zach-Attach wants to merge 1 commit intoRLE-Foundation:mainfrom
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Added a third layer initialization option of kaiming he
Description
Add a third option for weight_init as 'kaiming he' (see https://pytorch.org/docs/stable/nn.init.html and https://arxiv.org/pdf/1803.08494).
Motivation and Context
This change adds additional option for layer initialization, providing more options for the user. In my personal work, I have found this to perform better than orthogonal.
closes #51
Types of changes
Checklist
make format(required)make formatformats the code but none of the formats are related to my changes.make check-codestyleandmake lint(required)make pytestandmake typeboth pass. (required)make doc(required)Note: You can run most of the checks using
make commit-checks.Note: we are using a maximum length of 127 characters per line