Skip to content

Investigate Weight initialization for LUTNets #8

@rdaly525

Description

@rdaly525

The stddev == sqrt(1/Fanin) comes from trying to keep the variance for each layer the same.
https://intoli.com/blog/neural-network-initialization/

I suspect that convnets are not training very well because I am doing naive weight initialization. I want to try to write down a similar formula for a LUTNet. to see if it can train better.

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions