R/initializers.R

initializer_lecun_uniform

LeCun uniform initializer.

Description

It draws samples from a uniform distribution within -limit, limit where limit is sqrt(3 / fan_in) where fan_in is the number of input units in the weight tensor.

Usage

 
initializer_lecun_uniform(seed = NULL) 

Arguments

Arguments Description
seed Integer used to seed the random generator.

Section

References

LeCun 98, Efficient Backprop,

See Also

Other initializers: initializer_constant(), initializer_glorot_normal(), initializer_glorot_uniform(), initializer_he_normal(), initializer_he_uniform(), initializer_identity(), initializer_lecun_normal(), initializer_ones(), initializer_orthogonal(), initializer_random_normal(), initializer_random_uniform(), initializer_truncated_normal(), initializer_variance_scaling(), initializer_zeros()