initializer_glorot_uniform
Glorot uniform initializer, also called Xavier uniform initializer.
Description
It draws samples from a uniform distribution within -limit, limit where limit is sqrt(6 / (fan_in + fan_out)) where fan_in is the number of input units in the weight tensor and fan_out is the number of output units in the weight tensor.
Usage
initializer_glorot_uniform(seed = NULL) Arguments
| Arguments | Description |
|---|---|
| seed | Integer used to seed the random generator. |
Section
References
Glorot & Bengio, AISTATS 2010 https://proceedings.mlr.press/v9/glorot10a/glorot10a.pdf
See Also
Other initializers: initializer_constant(), initializer_glorot_normal(), initializer_he_normal(), initializer_he_uniform(), initializer_identity(), initializer_lecun_normal(), initializer_lecun_uniform(), initializer_ones(), initializer_orthogonal(), initializer_random_normal(), initializer_random_uniform(), initializer_truncated_normal(), initializer_variance_scaling(), initializer_zeros()