tiny_dnn  1.0.0
A header only, dependency-free deep learning framework in C++11
Public Member Functions | List of all members
tiny_dnn::weight_init::xavier Class Reference

Use fan-in and fan-out for scaling. More...

#include <weight_init.h>

Inheritance diagram for tiny_dnn::weight_init::xavier:
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Public Member Functions

 xavier (float_t value)
 
void fill (vec_t *weight, serial_size_t fan_in, serial_size_t fan_out) override
 
- Public Member Functions inherited from tiny_dnn::weight_init::scalable
 scalable (float_t value)
 
void scale (float_t value)
 

Additional Inherited Members

- Protected Attributes inherited from tiny_dnn::weight_init::scalable
float_t scale_
 

Detailed Description

Use fan-in and fan-out for scaling.

X Glorot, Y Bengio, Understanding the difficulty of training deep feedforward neural networks Proc. AISTATS 10, May 2010, vol.9, pp249-256


The documentation for this class was generated from the following file: