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
 87
 88
 89
 90
 91
 92
 93
 94
 95
 96
 97
 98
 99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
use crate::internal::*;
use tract_core::ops::binary::*;
use tract_core::ops::logic::Iff;
use tract_pulse_opl::ops::Delay;

submit_op_pulsifier!(UnaryOp, pulsify_un);
submit_op_pulsifier!(TypedBinOp, pulsify_bin);
submit_op_pulsifier!(Iff, pulsify_iff);

fn sync_inputs(
    node: &TypedNode,
    target: &mut PulsedModel,
    mapping: &HashMap<OutletId, OutletId>,
) -> TractResult<TVec<OutletId>> {
    let delay = node
        .inputs
        .iter()
        .map(|input| target.outlet_fact(mapping[input]).unwrap().delay)
        .max()
        .unwrap();
    let mut inputs = tvec!();
    for input in &node.inputs {
        let mut input = mapping[input];
        let fact = target.outlet_fact(input)?.clone();
        if fact.delay < delay {
            let add_delay = delay - fact.delay;
            input = target.wire_node(
                format!("{}.Delay", &*node.name),
                Delay::new(fact.axis, &fact.into(), add_delay, 0),
                &[input],
            )?[0];
        }
        inputs.push(input);
    }
    Ok(inputs)
}

fn pulsify_bin(
    op: &TypedBinOp,
    _source: &TypedModel,
    node: &TypedNode,
    target: &mut PulsedModel,
    mapping: &HashMap<OutletId, OutletId>,
    _pulse: usize,
) -> TractResult<TVec<OutletId>> {
    let inputs = &*sync_inputs(node, target, mapping)?;
    target.wire_node(&*node.name, op.clone(), &inputs)
}

impl PulsedOp for TypedBinOp {
    fn pulsed_output_facts(&self, inputs: &[&PulsedFact]) -> TractResult<TVec<PulsedFact>> {
        let mut fact = inputs[0].clone();
        fact.datum_type = self.0.result_datum_type(inputs[0].datum_type, inputs[1].datum_type)?;
        fact.shape = tract_core::broadcast::multi_broadcast(&[&inputs[0].shape, &inputs[1].shape])
            .ok_or_else(|| {
                format_err!("Can not broadcast: {:?} and {:?}", inputs[0].shape, inputs[1].shape)
            })?;
        Ok(tvec!(fact))
    }

    as_op!();
    pulsed_op_to_typed_op!();
}

fn pulsify_un(
    op: &UnaryOp,
    _source: &TypedModel,
    node: &TypedNode,
    target: &mut PulsedModel,
    mapping: &HashMap<OutletId, OutletId>,
    _pulse: usize,
) -> TractResult<TVec<OutletId>> {
    let input = mapping[&node.inputs[0]];
    target.wire_node(&*node.name, op.clone(), &[input])
}

impl PulsedOp for UnaryOp {
    fn pulsed_output_facts(&self, inputs: &[&PulsedFact]) -> TractResult<TVec<PulsedFact>> {
        let mut fact = inputs[0].clone();
        fact.datum_type =
            self.mini_op.result_datum_type(inputs[0].datum_type, self.a.datum_type())?;
        fact.shape = tract_core::broadcast::multi_broadcast(&[
            &inputs[0].shape,
            &self.a.shape().iter().map(|d| d.into()).collect(),
        ])
        .unwrap();
        Ok(tvec!(fact))
    }

    as_op!();
    pulsed_op_to_typed_op!();
}

fn pulsify_iff(
    op: &Iff,
    _source: &TypedModel,
    node: &TypedNode,
    target: &mut PulsedModel,
    mapping: &HashMap<OutletId, OutletId>,
    _pulse: usize,
) -> TractResult<TVec<OutletId>> {
    let inputs = &*sync_inputs(node, target, mapping)?;
    target.wire_node(&*node.name, op.clone(), &inputs)
}

impl PulsedOp for Iff {
    fn pulsed_output_facts(&self, inputs: &[&PulsedFact]) -> TractResult<TVec<PulsedFact>> {
        let mut fact = inputs[0].clone();
        fact.datum_type = inputs[1].datum_type;
        fact.shape = tract_core::broadcast::multi_broadcast(&[
            &inputs[0].shape,
            &inputs[1].shape,
            &inputs[2].shape,
        ])
        .ok_or_else(|| {
            format_err!(
                "Can not broadcast: {:?}, {:?}, {:?}",
                inputs[0].shape,
                inputs[1].shape,
                inputs[2].shape
            )
        })?;
        Ok(tvec!(fact))
    }

    as_op!();
    pulsed_op_to_typed_op!();
}