Normal initialization — nn_init_normal_ • torch

Fills the input Tensor with values drawn from the normal distribution

Usage

nn_init_normal_(tensor, mean = 0, std = 1)

Arguments

tensor: an n-dimensional Tensor
mean: the mean of the normal distribution
std: the standard deviation of the normal distribution

Examples

if (torch_is_installed()) {
w <- torch_empty(3, 5)
nn_init_normal_(w)
}
#> torch_tensor
#> -0.3168 -1.1078  0.8658 -0.6269  0.5245
#> -0.2218  2.9325  0.1645 -0.6746  1.0336
#> -0.3619 -0.2167 -0.5824  1.8980 -1.6161
#> [ CPUFloatType{3,5} ]