R/initializers.R

initializer_he_uniform

He uniform variance scaling initializer.

Description

It draws samples from a uniform distribution within -limit, limit where limit`` issqrt(6 / fan_in)wherefan_in` is the number of input units in the weight tensor.

Usage

 
initializer_he_uniform(seed = NULL) 

Arguments

Arguments Description
seed Integer used to seed the random generator.

Section

References

He et al., https://arxiv.org/abs/1502.01852

See Also

Other initializers: initializer_constant(), initializer_glorot_normal(), initializer_glorot_uniform(), initializer_he_normal(), 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()