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
#> -0.4939 -2.4758  0.2775  0.5675  0.1461
#> -0.0480  0.9974 -2.1561 -0.1904  0.9783
#>  0.1231  0.9241  0.3908  0.1497  0.9224
#> [ CPUFloatType{3,5} ]