Sigmoid activation

Sigmoid activation

Usage

mlx_sigmoid()

Value

An mlx_module applying sigmoid activation.

See also

mlx.nn.Sigmoid

Examples

act <- mlx_sigmoid()
x <- as_mlx(matrix(c(-2, -1, 0, 1, 2), 5, 1))
mlx_forward(act, x)
#> mlx array [5 x 1]
#>   dtype: float32
#>   device: gpu
#>   values:
#>           [,1]
#> [1,] 0.1192029
#> [2,] 0.2689414
#> [3,] 0.5000000
#> [4,] 0.7310586
#> [5,] 0.8807970