concision_traits/
training.rs

1/*
2    Appellation: training <module>
3    Created At: 2025.11.28:13:07:13
4    Contrib: @FL03
5*/
6
7/// This trait defines the training process for the network
8pub trait Train<X, Y> {
9    type Error;
10    type Output;
11
12    fn train(&mut self, input: &X, target: &Y) -> Result<Self::Output, Self::Error>;
13
14    fn train_for(
15        &mut self,
16        input: &X,
17        target: &Y,
18        epochs: usize,
19    ) -> Result<Self::Output, Self::Error> {
20        let mut output = None;
21        let mut step: usize = 0;
22
23        while step < epochs {
24            step += 1;
25            output = Some(self.train(input, target)?);
26        }
27
28        for _ in 0..epochs {
29            output = match self.train(input, target) {
30                Ok(o) => Some(o),
31                Err(e) => {
32                    return Err(e);
33                }
34            }
35        }
36        if let Some(o) = output {
37            Ok(o)
38        } else {
39            panic!("Training did not produce any output")
40        }
41    }
42}
concision_traits/training.rs

concision_traits/
training.rs
