Skip to content

Need to adjust initial values for each layer. #10

@hantek

Description

@hantek

Currently for all kinds of layers we are applying the weight initialization method which is actually for Sigmoid. i.e., the uniform distribution from -numpy.sqrt(6. / (n_in + n_out)) to numpy.sqrt(6. / (n_in + n_out)).

Sometimes this causes problems. We need to find good scale and distribution specifically for each kind of layers. That improves the default performance of the models built on top of it.

Metadata

Metadata

Assignees

No one assigned

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions