nn_init_trunc_normal_: Truncated normal initialization

View source: R/nn-init.R

nn_init_trunc_normal_R Documentation

Truncated normal initialization

Description

Fills the input Tensor with values drawn from a truncated normal distribution.

Usage

nn_init_trunc_normal_(tensor, mean = 0, std = 1, a = -2, b = 2)

Arguments

tensor

an n-dimensional Tensor

mean

the mean of the normal distribution

std

the standard deviation of the normal distribution

a

the minimum cutoff value

b

the maximum cutoff value

Examples

if (torch_is_installed()) {
w <- torch_empty(3, 5)
nn_init_trunc_normal_(w)
}

torch documentation built on Oct. 24, 2022, 5:08 p.m.