1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
use ruda_model::module::Module;
use ruda_model::tensor::Tensor;
use ruda_model::tensor::backend::Backend;
/// Applies the sigmoid function element-wise
/// See also [sigmoid](ruda_tensor::api::activation::sigmoid)
#[derive(Module, Clone, Debug, Default)]
pub struct Sigmoid;
impl Sigmoid {
/// Create the module.
pub fn new() -> Self {
Self {}
}
/// Applies the forward pass on the input tensor.
///
/// # Shapes
///
/// - input: `[..., any]`
/// - output: `[..., any]`
pub fn forward<B: Backend, const D: usize>(&self, input: Tensor<B, D>) -> Tensor<B, D> {
ruda_model::tensor::activation::sigmoid(input)
}
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn display() {
let layer = Sigmoid::new();
assert_eq!(alloc::format!("{layer}"), "Sigmoid");
}
}