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
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
use crate::infer::*;
use crate::internal::*;

#[derive(Debug, Clone, new, Default, Hash)]
pub struct Split {
    axis: isize,
    outputs: usize,
    split: Option<Vec<usize>>,
}



impl Split {
    fn split_dims<D: DimLike>(&self, input: &D) -> TractResult<TVec<D>> {
        if let Some(split) = self.split.as_ref() {
            Ok(split.iter().map(|&d| D::from(d)).collect())
        } else {
            let bigs = input.clone().divceil(self.outputs);
            let last = input.clone() - (bigs.clone() * (self.outputs - 1));
            let mut splits = tvec!(bigs ; self.outputs - 1);
            splits.push(last);
            Ok(splits)
        }
    }
}

impl Expansion for Split {
    fn name(&self) -> Cow<str> {
        "Split".into()
    }

    fn rules<'r, 'p: 'r, 's: 'r>(
        &'s self,
        s: &mut Solver<'r>,
        inputs: &'p [TensorProxy],
        outputs: &'p [TensorProxy],
    ) -> InferenceResult {
        check_input_arity(inputs, 1)?;
        check_output_arity(outputs, self.outputs)?;
        (0..self.outputs).try_for_each(|i| {
            s.equals(&inputs[0].datum_type, &outputs[i].datum_type)?;
            s.equals(&inputs[0].rank, &outputs[i].rank)
        })?;
        s.given(&inputs[0].shape, move |s, shape| {
            let axis =
                if self.axis < 0 { self.axis + shape.len() as isize } else { self.axis } as usize;
            let dims = self.split_dims(&shape[axis])?;
            for i in 0..self.outputs {
                let mut shape = shape.clone();
                shape[axis] = dims[i].clone();
                s.equals(&outputs[i].shape, shape)?;
            }
            Ok(())
        })?;
        Ok(())
    }

    fn nboutputs(&self) -> TractResult<usize> {
        Ok(self.outputs)
    }

    fn wire(
        &self,
        prefix: &str,
        target: &mut TypedModel,
        inputs: &[OutletId],
    ) -> TractResult<TVec<OutletId>> {
        let input = target.outlet_fact(inputs[0])?.clone();
        let mut outputs = tvec!();
        let mut current = 0.to_dim();
        let axis =
            if self.axis < 0 { self.axis + input.rank() as isize } else { self.axis } as usize;
        for (ix, len) in self.split_dims(&input.shape[axis])?.into_iter().enumerate() {
            let end = current.clone() + len;
            outputs.push(
                target.wire_node(
                    format!("{prefix}.axis{axis}_slice{ix}_{current}..{end}"),
                    crate::ops::array::Slice::new(axis, current, end.clone()),
                    inputs,
                )?[0],
            );
            current = end;
        }
        Ok(outputs)
    }
}